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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbio.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbio.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Research Foundation</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2012.00235</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>High Sequence Variability, Diverse Subcellular Localizations, and Ecological Implications of Alkaline Phosphatase in Dinoflagellates and Other Eukaryotic Phytoplankton</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Lin</surname> <given-names>Xin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Huan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Cui</surname> <given-names>Yudong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Lin</surname> <given-names>Senjie</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">&#x0002A;</xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>State Key Laboratory of Marine Environmental Science, Xiamen University</institution> <country>Xiamen, Fujian, China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Marine Sciences, University of Connecticut</institution> <country>Groton, CT, USA</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sonya Dyhrman, Woods Hole Oceanographic Institution, USA</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Haiwei Luo, University of Georgia, USA; Andrew Allen, J. Craig Venter Institute, USA</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Senjie Lin, Department of Marine Sciences, University of Connecticut, Groton, CT 06340, USA. e-mail: <email>senjie.lin&#x00040;uconn.edu</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Frontiers in Aquatic Microbiology, a specialty of Frontiers in Microbiology.</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>07</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="collection">
<year>2012</year>
</pub-date>
<volume>3</volume>
<elocation-id>235</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>12</month>
<year>2011</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>06</month>
<year>2012</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2012 Lin, Zhang, Cui and Lin.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access" xlink:href="http://www.frontiersin.org/licenseagreement"><p>This is an open-access article distributed under the terms of the <uri xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">Creative Commons Attribution Non Commercial License</uri>, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.</p></license>
</permissions>
<abstract>
<p>Alkaline phosphatase (AP) is a key enzyme for phytoplankton to utilize dissolved organic phosphorus (DOP) when dissolved inorganic phosphorus is limited. While three major types of AP and their correspondingly diverse subcellular localization have been recognized in bacteria, little is known about AP in eukaryotic phytoplankton such as dinoflagellates. Here, we isolated a full-length AP cDNA from a latest-diverging dinoflagellate genus <italic>Alexandrium</italic>, and conducted comparative analyses with homologs from a relatively basal (<italic>Amphidinium carterae</italic>) and late-diverging (<italic>Karenia brevis</italic>) lineage of dinoflagellates as well as other eukaryotic algae. New data and previous studies indicate that AP is common in dinoflagellates and most other major eukaryotic groups of phytoplankton. AP sequences are more variable than many other genes studied in dinoflagellates, and are divergent among different eukaryotic phytoplankton lineages. Sequence comparison to the other characterized APs suggests that dinoflagellates and some other eukaryotic phytoplankton possess the putative AP as <italic>phoA</italic> type, but some other eukaryotic phytoplankton seem to have other types. Phylogenetic analyses based on AP amino acid sequences indicated that the &#x0201C;red-type&#x0201D; eukaryotic lineages formed a monophyletic group, suggesting a common origin of their APs. As different amino acid sequences have been found to predictably determine different spatial distribution in the cells, which may facilitate access to different pools of DOP, existing computational models were adopted to predict the subcellular localizations of putative AP in the three dinoflagellates and other eukaryotic phytoplankton. Results showed different subcellular localizations of APs in different dinoflagellates and other lineages. The linkage between AP sequence divergence, subcellular localization, and ecological niche differentiation requires rigorous experimental verification, and this study now provides a framework for such a future effort.</p>
</abstract>
<kwd-group>
<kwd>alkaline phosphatase</kwd>
<kwd>phosphate limitation</kwd>
<kwd>phytoplankton</kwd>
<kwd>dinoflagellate</kwd>
<kwd>diverse subcellular localization</kwd>
<kwd>highly divergent</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="88"/>
<page-count count="13"/>
<word-count count="9913"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction">
<title>Introduction</title>
<p>In marine ecosystem, phosphorus (P) is a vital nutrient controlling the growth of phytoplankton thereby affecting primary production (Karl, <xref ref-type="bibr" rid="B34">2000</xref>; Paytan and McLaughlin, <xref ref-type="bibr" rid="B58">2007</xref>). There are two major P reservoirs in the ocean, the dissolved inorganic P (DIP) and dissolved organic P (DOP). DIP is preferable for the growth of phytoplankton; however, its concentration is often so low that it limits phytoplankton growth in marine environments (Benitez-Nelson, <xref ref-type="bibr" rid="B3">2000</xref>; Karl, <xref ref-type="bibr" rid="B34">2000</xref>; Dyhrman et al., <xref ref-type="bibr" rid="B14">2006</xref>; Meseck et al., <xref ref-type="bibr" rid="B46">2009</xref>). In various areas of the open ocean, DIP occurs in nanomolar concentrations (Wu et al., <xref ref-type="bibr" rid="B80">2000</xref>; Thingstad et al., <xref ref-type="bibr" rid="B72">2005</xref>) and has been shown to be a limiting or co-limiting factor of nitrogen fixation (Sa&#x000F1;udo-Wilhelmy et al., <xref ref-type="bibr" rid="B66">2001</xref>; Mills et al., <xref ref-type="bibr" rid="B47">2004</xref>) and primary production (Paytan and McLaughlin, <xref ref-type="bibr" rid="B58">2007</xref>). Even in coastal waters, DIP can be stoichiometrically limited by high amounts of nitrogen associated with human activities (Cloern, <xref ref-type="bibr" rid="B8">2001</xref>; Huang et al., <xref ref-type="bibr" rid="B28">2003</xref>; Scavia and Bricker, <xref ref-type="bibr" rid="B68">2006</xref>; Zhang et al., <xref ref-type="bibr" rid="B86">2007c</xref>). Eutrophication with stoichiometric DIP limitation can potentially impose coastal health problems because some harmful algal bloom forming species, such as <italic>Alexandrium</italic> spp., <italic>Dinophysis acuminate</italic>, <italic>Karlodinium veneficum</italic>, and <italic>Pseudo-nitzschia multiseries</italic> can elevate their toxin production under P-limited conditions (Anderson et al., <xref ref-type="bibr" rid="B1">2002</xref>; John and Flynn, <xref ref-type="bibr" rid="B31">2002</xref>; Fu et al., <xref ref-type="bibr" rid="B20">2010</xref>; Mooney et al., <xref ref-type="bibr" rid="B49">2010</xref>).</p>
<p>To meet the P requirement for growth, different groups of phytoplankton have developed different strategies (Dyhrman et al., <xref ref-type="bibr" rid="B12">2007</xref>). Under P limitation, some phytoplankton species can use DIP that is stored up when DIP is sufficient (Falkner et al., <xref ref-type="bibr" rid="B18">1998</xref>; Ou et al., <xref ref-type="bibr" rid="B57">2008</xref>), while some can lower cellular demand of DIP by using non-phosphorus lipids in the membrane in response to phosphorus scarcity (Van Mooy et al., <xref ref-type="bibr" rid="B77">2006</xref>, <xref ref-type="bibr" rid="B76">2009</xref>), and others maximize DIP uptake efficiency through high affinity P transport systems (Scanlan and Wilson, <xref ref-type="bibr" rid="B67">1999</xref>; Moore et al., <xref ref-type="bibr" rid="B50">2005</xref>; Orchard et al., <xref ref-type="bibr" rid="B55">2009</xref>). Yet, the most important mechanism to cope with DIP deficiency is to hydrolyze various forms of DOP found in the ocean through a battery of enzymes to yield phosphate (Dyhrman et al., <xref ref-type="bibr" rid="B12">2007</xref>). For example, it was found that 30% of primary production is supported by DOP during the boreal spring in the Northern Atlantic subtropical gyre (Mather et al., <xref ref-type="bibr" rid="B45">2008</xref>). Phosphorus esters (&#x0223C;75%) and phosphonates (&#x0223C;25%) constitute the two dominant forms of oceanic DOP (Clark et al., <xref ref-type="bibr" rid="B7">1998</xref>; Kolowith et al., <xref ref-type="bibr" rid="B38">2001</xref>). Metabolic pathway analyses based on genome data of cyanobacteria have indicated that some species have the potential to utilize phosphonates to support marine primary production (Dyhrman et al., <xref ref-type="bibr" rid="B14">2006</xref>, <xref ref-type="bibr" rid="B13">2009</xref>; Ilikchyan et al., <xref ref-type="bibr" rid="B30">2009</xref>). However, it is believed that hydrolysis of phosphorus esters by alkaline phosphatase (AP) is the most common mechanism of DOP utilization (Labry et al., <xref ref-type="bibr" rid="B39">2005</xref>; Nicholson et al., <xref ref-type="bibr" rid="B54">2006</xref>; Huang et al., <xref ref-type="bibr" rid="B27">2007</xref>; Duhamel et al., <xref ref-type="bibr" rid="B11">2010</xref>, <xref ref-type="bibr" rid="B10">2011</xref>).</p>
<p>Alkaline phosphatase (EC 3.1.3.1) removes phosphate groups from various types of molecules (e.g., nucleotides, proteins, and alkaloids) and is most effective in an alkaline environment such as seawater (pH typically around 8). Marine bacterial AP has been widely studied and three different forms, <italic>phoA</italic>, <italic>phoX</italic>, and <italic>phoD</italic>, have been recognized (e.g., Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>; Sebastian and Ammerman, <xref ref-type="bibr" rid="B69">2009</xref>; White, <xref ref-type="bibr" rid="B79">2009</xref>). These three forms are localized in different regions of the cell and require different metal ions for active sites to hydrolyze the various phosphorus esters (Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>). AP genes also have been isolated and characterized from some marine cyanobacteria (Ray et al., <xref ref-type="bibr" rid="B63">1991</xref>; Orchard et al., <xref ref-type="bibr" rid="B55">2009</xref>). In contrast, relatively little is known about AP genes in marine eukaryotic phytoplankton. An AP gene (putative <italic>phoX</italic>) was isolated from the green algae <italic>Volvox carteri</italic> which was a Ca<sup>2&#x0002B;</sup>-dependent extracellular phosphatase responding to inorganic phosphate starvation (Hallmann, <xref ref-type="bibr" rid="B23">1999</xref>). From the genome sequence of the freshwater chlorophyte <italic>Chlamydomonas reinhardtii</italic>, a putative <italic>phoX</italic> gene was identified which is likely to encode the previously characterized Ca<sup>2&#x0002B;</sup>-dependent extracellular AP (Quisel et al., <xref ref-type="bibr" rid="B61">1996</xref>; Moseley et al., <xref ref-type="bibr" rid="B52">2006</xref>). An AP gene (ehap1) was isolated and characterized in the haptophyte <italic>Emiliania huxleyi</italic> (Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>). Putative AP has also been identified from the pelagophyte <italic>Aureoumbra lagunensis</italic> (Sun et al., <xref ref-type="bibr" rid="B71">2012</xref>). Gene models also predict the presence of AP genes in the genomes of diatoms <italic>Thalassiosira pseudonana</italic> and <italic>Phaeodactylum tricornutum</italic> (Armbrust et al., <xref ref-type="bibr" rid="B2">2004</xref>; Bowler et al., <xref ref-type="bibr" rid="B4">2008</xref>), especially a number of putative APs in <italic>T. pseudonana</italic> (Dyhrman et al., <xref ref-type="bibr" rid="B15">2012</xref>). However, structural features and expression patterns of these putative AP genes remain to be characterized. There has been little evidence of DOP-utilizing proteins in dinoflagellates other than an AP-like protein found in <italic>Prorocentrum minimum</italic> (Dyhrman and Palenik, <xref ref-type="bibr" rid="B16">1997</xref>) until recent detection of putative AP genes in two dinoflagellate species, <italic>Amphidinium carterae</italic> (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>) and <italic>Karenia brevis</italic> (Morey et al., <xref ref-type="bibr" rid="B51">2011</xref>; Lin et al., <xref ref-type="bibr" rid="B42">2012</xref>).</p>
<p>While low similarity among the AP gene sequences from different organisms was noted, gene sequence divergence and phylogenetic relationships, particularly in relationship to the characterized bacterial APs, have not been examined. Further, in light of the diverse subcellular localizations of the different types of bacterial APs, whether the diverging AP gene sequences in eukaryotic phytoplankton might bear similar cytological and hence ecological significance remains to be explored. To better understand these questions, we isolated a putative AP full-length cDNA from a strain of <italic>Alexandrium</italic>, the latest-diverging dinoflagellate genus documented so far (John et al., <xref ref-type="bibr" rid="B32">2003</xref>), and compared it with putative APs from the phylogenetically relatively basal and intermediate dinoflagellate species <italic>A. carterae</italic> and <italic>K. brevis</italic> (Zhang et al., <xref ref-type="bibr" rid="B84">2007a</xref>), respectively, as well as AP-like sequences identified in other eukaryotic phytoplankton. Sequence variability, phylogenetic relationship, and putatively different subcellular localization of the AP sequences were analyzed.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and Methods</title>
<sec>
<title>Algal culture and enzyme labeled fluorescence labeling</title>
<p><italic>Alexandrium</italic> strain ACHK-NT was kindly provided by the Collection Center of Marine Bacteria and Algae (CCMBA), Xiamen University, China. This strain was originally isolated from Hong Kong and identified as &#x0201C;<italic>A. catenella</italic>&#x0201D; morphologically. Based on the small subunit ribosomal RNA gene (SSU rDNA) isolated from this strain (unpublished) and phylogenetic analysis guided by information on the intragenomic SSU rDNA variation of &#x0201C;<italic>Alexandrium tamarense</italic> complex&#x0201D; (Miranda et al., <xref ref-type="bibr" rid="B48">2012</xref>), this strain belongs to Clade IIC, which is exclusively composed of Asian &#x0201C;<italic>A. catenella</italic>&#x0201D;. The culture was grown in K medium (Keller and Guillard, <xref ref-type="bibr" rid="B35">1985</xref>; Keller et al., <xref ref-type="bibr" rid="B36">1987</xref>) with 0.22&#x02009;&#x003BC;m-filtered and autoclaved seawater (28 PSU) at 20&#x000B0;C under a L:D&#x02009;&#x0003D;&#x02009;14&#x02009;h:10&#x02009;h photocycle with a photon flux of 100&#x02009;&#x000B1;&#x02009;10&#x02009;&#x003BC;E&#x02009;s<sup>&#x02212;1</sup>&#x02009;m<sup>&#x02212;2</sup>. One million cells were collected during exponential stage by centrifugation, resuspended in Trizol reagent (Invitrogen, Carlsbad, CA, USA) and stored at &#x02212;80&#x000B0;C for subsequent RNA extraction.</p>
<p>The cells of three different dinoflagellate species (&#x0201C;<italic>A. catenella</italic>,&#x0201D; <italic>A. carterae</italic>, and <italic>K. brevis</italic>) under P limitation in the late stationary growth stage (DIP below detection limit of 0.2&#x02009;&#x003BC;M in the medium) were collected by centrifugation and the cell pellets were then incubated in 1&#x02009;mL 70% ethanol for 30&#x02009;min. The samples were centrifuged and the supernatant was aspirated off. The pellets were incubated in 100&#x02009;&#x003BC;L 0.22&#x02009;&#x003BC;m-filtered sterile seawater with ELF<sup>&#x000AE;</sup>-97 phosphatase substrate (Invitrogen, Carlsbad, CA, USA) in a final concentration of 0.25&#x02009;mM for 30&#x02009;min in the dark. The samples were washed three times using sterile seawater and stored in 100&#x02009;&#x003BC;L sterile seawater in the dark (Gonz&#x000E1;lez-Gil et al., <xref ref-type="bibr" rid="B22">1998</xref>; Ou et al., <xref ref-type="bibr" rid="B56">2010</xref>). The stable green fluorescent precipitates produced <italic>in situ</italic> by the AP activity and red autofluorescence of the live cells produced by chloroplast were both observed under Nikon 90i epifluorescence microscope (green fluorescence excited by UV, 340&#x02013;380&#x02009;nm; Nikon Corporation, Tokyo, Japan).</p>
</sec>
<sec>
<title>RNA isolation and cDNA synthesis</title>
<p>Total RNA was extracted as previously reported (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>) and stored at &#x02212;80&#x000B0;C. The 1st strand cDNA was synthesized from &#x0223C;400&#x02009;ng of the RNA using M-MLV reverse transcriptase (Promega, Madison, WI, USA) with a modified oligo-dT primer then purified using Zymo DNA Clean and Concentrator (Zymo Research, Orange, CA, USA).</p>
</sec>
<sec>
<title>cDNA cloning of the alkaline phosphatase gene fragment and rapid amplification of cDNA ends</title>
<p>Based on the nucleotide (nt) and amino acid (aa) sequence alignments (see Figure <xref ref-type="fig" rid="F1">1</xref>) of <italic>A. carterae</italic> and <italic>K. brevis</italic> AP genes (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>, <xref ref-type="bibr" rid="B42">2012</xref>), degenerate primers were designed to obtain AP gene fragments from &#x0201C;<italic>A. catenella</italic>&#x0201D; under the following PCR conditions: 94&#x000B0;C for 1&#x02009;min followed by 5 cycles of 95&#x000B0;C for 15&#x02009;s, 52&#x000B0;C for 30&#x02009;s, and 72&#x000B0;C for 1&#x02009;min, and 30 cycles of 95&#x000B0;C for 15&#x02009;s, 56&#x000B0;C for 30&#x02009;s, and 72&#x000B0;C for 1&#x02009;min. Two PCRs were carried out with the 1st PCR performed using forward primer DinoAPNF4a (5&#x02032;-TTTGGWATGGGWGCMGCRGARCA-3&#x02032;) paired with reverse primer DinoAPNR6 (5&#x02032;-CTTRTCRTCRCCTTCRTYMGCKGT-3&#x02032;). The PCR product was diluted 100 or 1000 fold and used as template for the 2nd (nested) PCR, in which DinoAPNR6 was paired with DinoAPNF4b (5&#x02032;-GGTATGGGWGCMGCRGARCAGATT-3&#x02032;) as the primer set. The PCR product with expected size was purified by Zymo DNA Clean and Concentrator (Zymo Research, Orange, CA, USA) and directly sequenced (Invitrogen, Guangzhou, China).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Comparison of AP conserved regions in dinoflagellates (A) and other eukaryotic phytoplankton (B)</bold>. <bold>(A)</bold> Boxed are regions used to design the degenerate primer for amplifying AlecaAP fragment. <bold>(B)</bold> Example conserved domains (boxed) identified from alignment of amino acid sequences from <italic>A. carterae</italic> (ACAAP), <italic>K. brevis</italic> (KBRAP), &#x0201C;<italic>A. catenella</italic>&#x0201D; (AlecaAP), diatoms <italic>Phaeodactylum tricornutum</italic> (Phatr) and <italic>Thalassiosira pseudonana</italic> (Thaps), pelagophyte <italic>Aureococcus anophagefferens</italic> (Auran), and coccolithophorid <italic>Emiliania huxleyi</italic> (Emihu). Identical residues are black-shaded while chemically similar ones gray-shaded.</p></caption>
<graphic xlink:href="fmicb-03-00235-g001.tif"/>
</fig>
<p>Based on this partial sequence, specific primers were designed for both 5&#x02032;- and 3&#x02032;-rapid amplification of cDNA ends (RACE) to obtain the full-length cDNA by nested PCR. In the 5&#x02032;-RACE, reverse primers AtaapR2 (5&#x02032;-TGATGGACAAGACGACGATGG-3&#x02032;, outside) and AtaapR3 (5&#x02032;-AGTTCACCTTGCCGTTGCTTAC-3&#x02032;, inside) coupled with forward primer DinoSL (Zhang et al., <xref ref-type="bibr" rid="B85">2007b</xref>) were used in nested PCRs. In the 3&#x02032;-RACE, forward primers AtaapF3 (5&#x02032;-GACGACTCCAAGGTGTATGTGAAC-3&#x02032;, outside) and AtaapF4 (5&#x02032;-CTGGACATTGCCAGTGGCACGAT-3&#x02032;, inside) were paired separately with modified oligo-dT primer in nested PCRs. The PCR products obtained from RACE were either directly sequenced, or cloned into a T-vector and several resultant plasmid clones were sequenced as reported (Lin et al., <xref ref-type="bibr" rid="B42">2012</xref>). The sequences obtained were analyzed using Blastx against GenBank non-redundant protein sequences to confirm that the sequences are of the AP gene.</p>
</sec>
<sec>
<title>Search of GenBank, JGI genome, and CAMERA metagenomic databases for alkaline phosphatase genes</title>
<p>To recruit as many eukaryotic putative AP genes as possible for phylogenetic analysis, AP sequences of <italic>A. carterae</italic> and <italic>K. brevis</italic> were used as queries using basic local alignment search tool (program tblastn) against GenBank database. We also used the keyword search with &#x0201C;alkaline phosphatase&#x0201D; against GenBank database to recruit any reported sequences which were not hit by tblastn search. Furthermore, we searched the completed eukaryotic algal genome datasets at the Joint Genome Institute (JGI) databank using dinoflagellate putative AP sequences as the queries with E-value cutoff set at 1e-3, an e-value commonly used to search for protein homologs (e.g., Rensing et al., <xref ref-type="bibr" rid="B64">2005</xref>; Ueno et al., <xref ref-type="bibr" rid="B75">2010</xref>). In addition, to find AP sequences from the natural plankton assemblages, AP aa sequences of the two dinoflagellates were used as query to tblastn against the Bermuda Atlantic Time-Series Study (BATS) and Hawaii Ocean Time-Series (HOT) 454-sequencing reads as well as Sargasso Sea open reading frame datasets in the Community Cyber infrastructure for Advanced Marine Microbial Ecology Research and Analysis (CAMERA) databank. E-value cutoff was set at 1e-3, and 100 hits were set as the target for retrieval. A previous study showed that BATS water is DIP-poor whereas HOT water contains DIP concentrations which stoichiometrically fit the Redfield ratio (Wu et al., <xref ref-type="bibr" rid="B80">2000</xref>).</p>
</sec>
<sec>
<title>Phylogenetic analysis</title>
<p>To examine the relationship between &#x0201C;<italic>A. catenella</italic>&#x0201D; AP and counterparts from other organisms, deduced aa sequence of the &#x0201C;<italic>A. catenella</italic>&#x0201D; full-length cDNA was aligned with AP sequences from the representative organisms using ClustalX (Thompson et al., <xref ref-type="bibr" rid="B73">1997</xref>). The environmental sequences retrieved from CAMERA were too short and therefore were not included in the analysis. Sequences of different forms of APs (<italic>phoA</italic>, <italic>phoD</italic>, <italic>phoX</italic>, <italic>phoV</italic>) from cyanobacteria, a group of organism whose APs have been relatively well studied, were collected and compared with putative dinoflagellate APs (Dino-APs) separately. The phylogenetic analyses were done only to sequences belonging to the same type (<italic>phoA</italic>) because no reliable alignment could be achieved for a mixed-type dataset. Alignment was performed for each of these datasets using ClustalW<xref ref-type="fn" rid="fn1"><sup>1</sup></xref> with default setting (Gapopen 15, Gapext 6.66, Gapdist 8, Maxdiv 40). The alignments were then inspected and corrected manually. Neighbor-joining (NJ) analysis (Saitou and Nei, <xref ref-type="bibr" rid="B65">1987</xref>) was run with 1000 bootstraps, and Bayesian analysis (Hueslenbeck and Ronquist, <xref ref-type="bibr" rid="B29">2001</xref>) was run with model jumping setting for 725,000 generations (two independent runs were performed and the final standard deviation of split frequencies was 0.01), with trees sampled every 100 cycles and the first 25,000 cycles discarded (burn-in).</p>
</sec>
<sec>
<title>Computational analysis of major structural features and prediction of alkaline phosphatase subcellular localization</title>
<p>A set of programs were used to spatially characterize the deduced protein. The signal peptide was determined by TargetP V1.1 (Emanuelsson et al., <xref ref-type="bibr" rid="B17">2000</xref>) and SignalP V4.0 (Petersen et al., <xref ref-type="bibr" rid="B59">2011</xref>). GPI-SOM (Fankhauser and M&#x000E4;ser, <xref ref-type="bibr" rid="B19">2005</xref>) and PredGPI (Pierlenoi et al., <xref ref-type="bibr" rid="B60">2008</xref>) were used to locate the glycosylphosphatidylinositol (GPI) anchor in the deduced protein sequence. TMpred<xref ref-type="fn" rid="fn2"><sup>2</sup></xref> was used to predict transmembrane domains.</p>
<p>Four existing bioinformatics models were adopted to predict subcellular localizations of AP in eukaryotic phytoplankton. Interpretable Subcellular Localization Prediction (YLoc; Briesemeister et al., <xref ref-type="bibr" rid="B5">2010</xref>) predicts localization of a protein among nine possible subcompartments of the cell: extracellular space, plasma membrane, cytoplasm, mitochondrion, chloroplast, nucleus, Golgi apparatus, endoplasmic reticulum, and peroxisome. The YLoc&#x0002B; algorithm in the package was used with plant selected as the target organism. The second program was Euk-mPLoc2.0 (Chou and Shen, <xref ref-type="bibr" rid="B6">2010</xref>), which was designed specifically for predicting subcellular localization of eukaryotic proteins in 22 different compartments (Chou and Shen, <xref ref-type="bibr" rid="B6">2010</xref>), including the nine in YLoc. The other two programs were WoLF PSORT (Horton et al., <xref ref-type="bibr" rid="B25">2007</xref>) and CELLO (Yu et al., <xref ref-type="bibr" rid="B83">2006</xref>). These programs have been used in various studies, such as functional annotation in <italic>C. reinhardtii</italic> and the subcellular localization prediction of the secretome for fungi (Soanes et al., <xref ref-type="bibr" rid="B70">2007</xref>; Ghamsari et al., <xref ref-type="bibr" rid="B21">2011</xref>; Rai et al., <xref ref-type="bibr" rid="B62">2012</xref>). Because it has not been verified that these models suit APs or other proteins in eukaryotic phytoplankton. We first ran a set of proteins whose locations of functions are known to test the accuracy of the predictions. For AP, we tested a set of APs from the chlorophyte algae <italic>V. carteri</italic> and <italic>C. reinhardtii</italic> that are known to be related to <italic>phoX</italic>, an extracellular AP in bacteria and a homolog from <italic>E. huxleyi</italic> (EHAP1, GenBank accession number ABI51308) that has been shown to be extracellular (Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>). Included in the test was also AP from humans, whose cell surface distribution has been shown (Cutler et al., <xref ref-type="bibr" rid="B9">1974</xref>). For dinoflagellates, a total of 98 protein sequences were tested, including representative proteins associated with cytoskeleton (actin), light harvesting in the chloroplast (peridinin-chlorophyll a-binding protein or PCP) and cell membrane (rhodopsin), carbon fixation in the chloroplast (ribolose-1, 5-bisphosphate carboxylase/oxygenase or Rubisco), and the cell cycle related protein proliferating cell nuclear antigen (PCNA), a well-characterized primarily nuclear protein. No model gave 100% correct prediction and no one failed 100% either, and in most cases predictions shared by two or more of these four models were correct (Table <xref ref-type="supplementary-material" rid="SM1">S1</xref> in Supplementary Material). Therefore, we decided to use all four models so that the reliability of the predictions could be assessed, with the likelihood of the predicted AP localization ranked according to the number of the models that supported the prediction.</p>
</sec>
</sec>
<sec>
<title>Results</title>
<sec>
<title>Conservation of alkaline phosphatases in dinoflagellates</title>
<p>After assembling the initial partial AP sequence with the 5&#x02032; and 3&#x02032; RACE sequences, a full-length cDNA sequence was obtained from &#x0201C;<italic>A. catenella</italic>,&#x0201D; with an open reading frame of 2,181&#x02009;bp (GenBank Accession No. JQ806383). Its deduced aa sequence (named as AlecaAP) was used to search against the GenBank protein database and the top two hits were <italic>A. carterae</italic> (with Expect value [E-value] to be 0.0) and <italic>K. brevis</italic> (E-value 2e-155), verifying that this is an putative AP cDNA. The AP sequences are moderately conserved among three dinoflagellates (48&#x02013;52% identitical or 63&#x02013;66% chemically similar at the aa level) and the overall characteristics are similar (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F1">1</xref>A). AlecaAP cDNA has a &#x0223C;61% G&#x0002B;C content, highest among the three Dino-APs, predicted to encode a protein of 726-aa residues with a molecular mass of 76.6&#x02009;kDa. Similar to other Dino-APs, AlecaAP also possesses a low pI (4.46), contributed by higher percentage of aspartic acid and glutamic acid residues (6.7 and 5.4%, respectively). A signal peptide was detected with a probability of 0.770 by TargetP 1.1 and confirmed by SignalP V4.0. The GPI anchor located at C-terminus (residues 721&#x02013;726), which ensures AP to attach to cell membrane, was predicted by GPI-SOM and further confirmed by PredGPI (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Comparison of major features of AlecaAP, ACAAP, and KBRAP</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Gene (protein)</th>
<th align="left">cDNA (bp)</th>
<th align="left">Amino acid</th>
<th align="left">pI</th>
<th align="left">Mw (kDa)</th>
<th align="left">G&#x0002B;C%</th>
<th align="left">Signal peptide<xref ref-type="table-fn" rid="tfn1">&#x0002A;</xref></th>
<th align="left">GPI anchor</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><italic>acaap</italic> (ACAAP)</td>
<td align="left">2115</td>
<td align="left">704</td>
<td align="left">4.31</td>
<td align="left">75</td>
<td align="left">54</td>
<td align="left">&#x0002B;, 0.784</td>
<td align="left">&#x0002B;</td>
</tr>
<tr>
<td align="left"><italic>kbrap</italic> (KBRAP)</td>
<td align="left">2061</td>
<td align="left">686</td>
<td align="left">4.66</td>
<td align="left">72.9</td>
<td align="left">49</td>
<td align="left">&#x0002B;, 0.903</td>
<td align="left">&#x0002B;</td>
</tr>
<tr>
<td align="left"><italic>aleca-ap</italic> (AlecaAP)</td>
<td align="left">2181</td>
<td align="left">726</td>
<td align="left">4.48</td>
<td align="left">76.6</td>
<td align="left">61</td>
<td align="left">&#x0002B;, 0.770</td>
<td align="left">&#x0002B;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><p><italic>&#x0002A;&#x0201C;&#x0002B;&#x0201D; represent &#x0201C;signal peptide&#x02009;&#x0003D;&#x02009;yes&#x0201D; predicted by SignalP V 4.0 (left); &#x0201C;numbers&#x0201D; represent the score predicted by TargetP 1.1</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>High divergence of alkaline phosphatase amino acid sequences revealed by phylogenetic analyses</title>
<p>Alkaline phosphatase aa sequences are highly variable among the eukaryotic phytoplankton. No remarkable similarity was observed between the Dino-APs and other well-characterized eukaryotic APs such as EHAP1 from <italic>E. huxleyi</italic> (Landry et al., <xref ref-type="bibr" rid="B40">2006</xref>; Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>, <xref ref-type="bibr" rid="B81">2010</xref>) or <italic>phoX</italic> from <italic>V. carteri</italic> and <italic>C. reinhardtii</italic> (Hallmann, <xref ref-type="bibr" rid="B23">1999</xref>; Moseley et al., <xref ref-type="bibr" rid="B52">2006</xref>). Nevertheless, tblastn of Dino-APs against <italic>E. huxleyi</italic> CCMP1516 genome data (JGI) produced several hits with E-value lower than 1e-31. As predicted using TMpred, both the putative Dino-APs and other phytoplankton APs examined all contained 3&#x02013;7 transmembrane domains. Interestingly, Dino-APs showed 15&#x02013;30% of aa similarity with the APs from cyanobacteria, including a characterized atypical <italic>phoA</italic> gene (C-terminal half of the gene) from <italic>Synechococcus</italic> sp. PCC7942 (Ray et al., <xref ref-type="bibr" rid="B63">1991</xref>; the <italic>phoA</italic> gene with GenBank accession number AAA27331). Further sequence comparison showed that <italic>V. carteri</italic>, <italic>C. reinhardtii</italic> also possessed <italic>phoA</italic>-like AP genes in addition to the <italic>phoX</italic> type mentioned above. The putative <italic>phoA</italic>-like AP sequences from <italic>P. tricornutum</italic>, <italic>T. pseudonana</italic>, <italic>V. carteri</italic>, <italic>C. reinhardtii</italic>, <italic>Aureococcus anophagefferens</italic>, cyanobacteria and bacteria share 10&#x02013;16 conserved domains with Dino-APs (Figure <xref ref-type="fig" rid="F1">1</xref>B). The phylogenetic tree of <italic>phoA</italic>-like AP from different organisms showed that all of the eukaryotic phytoplankton APs clustered together, in sister relation to APs from marine bacteria (Figure <xref ref-type="fig" rid="F2">2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Phylogenetic tree inferred from AP amino acid sequences of eukaryotic phytoplankton, marine bacteria, and cyanobacteria</bold>. Shown is neighbor-joining (NJ) tree; Bayesian analysis (BE) tree has similar tree topology albeit with more uneven branch lengths; support of nodes &#x0003E;70% in NJ bootstrap values and &#x0003E;0.70 in Bayesian posterior probability is shown. Color backgrounds indicate the type of organisms which the AP sequence is from. For instance, red background indicates sequences from species whose chloroplasts belong to chromalveolates (&#x0201C;Red-type&#x0201D;), green background indicates sequences from green algae, blue background indicates sequences from cyanobacteria.</p></caption>
<graphic xlink:href="fmicb-03-00235-g002.tif"/>
</fig>
</sec>
<sec>
<title>Alkaline phosphatase gene sequences from environmental samples</title>
<p>No putative AP sequences were found in the Sargasso Sea ORF, likely due to its relatively small database size. Five significant hits were obtained from HOT and 15 from BATS sharing several conserved regions with Dino-APs. When these retrieved sequences were blasted against GenBank database using blastp, several of them matched bacterial AP as their top hit, giving two HOTS and five BATS sequences as eukaryotic AP as they best matched APs of dinoflagellates or diatoms (Table <xref ref-type="table" rid="T2">2</xref>). Given that the metagenomic data were obtained from microbial plankton, the AP genes detected were probably restricted to pico- or nano-plankton. This might explain why so few sequences of AP genes were found and partially why none were found from the Sargasso Sea ORF dataset.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p><bold>BLASTP result of CAMERA datasets</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Sampling site</th>
<th align="left">Clone ID</th>
<th align="left">Hit organisms<xref ref-type="table-fn" rid="tfn2">&#x0002A;</xref></th>
<th align="left">E-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">HOTS</td>
<td align="left">HF_READ_03392351/accession&#x0003D;HF_READ_03392351</td>
<td align="left">Thaps, Ampca, Phatr</td>
<td align="left">&#x02212;9 to &#x02212;13</td>
</tr>
<tr>
<td align="left">HOTS</td>
<td align="left">HF_READ_03392351/accession&#x0003D;HF_READ_03392351</td>
<td align="left">Thaps, Phatr, Ampca</td>
<td align="left">&#x02212;9 to &#x02212;14</td>
</tr>
<tr>
<td align="left">BATS</td>
<td align="left">BATS_READ_00574637/accession&#x0003D;BATS_READ_00574637</td>
<td align="left">Ampca, Thaps</td>
<td align="left">&#x02212;19 to &#x02212;26</td>
</tr>
<tr>
<td align="left">BATS</td>
<td align="left">BATS_READ_00574637/accession&#x0003D;BATS_READ_00574637</td>
<td align="left">Ampca, Thaps</td>
<td align="left">&#x02212;19 to &#x02212;26</td>
</tr>
<tr>
<td align="left">BATS</td>
<td align="left">BATS_READ_02761309/accession&#x0003D;BATS_READ_02761309</td>
<td align="left">Thaps, Ampca</td>
<td align="left">&#x02212;4 to &#x02212;8</td>
</tr>
<tr>
<td align="left">BATS</td>
<td align="left">BATS_READ_00987768/accession&#x0003D;BATS_READ_00987768</td>
<td align="left">Ampca</td>
<td align="left">&#x02212;6</td>
</tr>
<tr>
<td align="left">BATS</td>
<td align="left">BATS_READ_00987768/accession&#x0003D;BATS_READ_00987768</td>
<td align="left">Ampca</td>
<td align="left">&#x02212;6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2"><p><italic>&#x0002A;Ampca: <italic>Amphidinium carterae</italic> (dinoflagellate); Phatr: <italic>Phaeodactylum tricornutum</italic> (diatom); <italic>Thalassiosira pseudonana</italic> (diatom)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Computationally predicted different subcellular localizations of alkaline phosphatases in dinoflagellates and other eukaryotic phytoplankton</title>
<p>The test runs using protein sequences from various organisms showed that most of the proteins were predicted correctly when the prediction was supported by two or more of the four models used. APs in humans were predicted to be extracellular by YLoc&#x0002B;, WoLF PSORT, and CELLO and cell membrane by Euk-mPLoc, consistent to observed extracellular space distribution of this protein (Cutler et al., <xref ref-type="bibr" rid="B9">1974</xref>). Like <italic>phoX</italic> in bacteria, the <italic>phoX</italic>-like APs in chlorophyte <italic>C. reinhardtii</italic> and <italic>V. carteri</italic> have been shown to be extracellular (Hallmann, <xref ref-type="bibr" rid="B23">1999</xref>; Moseley et al., <xref ref-type="bibr" rid="B52">2006</xref>); both of them were predicted to be extracellular by two of the models (Table <xref ref-type="supplementary-material" rid="SM1">S1</xref> in Supplementary Material). Among dinoflagellate proteins, actin was uniformly predicted to be cytoskeleton by Euk-mPLoc, and to be cytoplasmic by YLoc&#x0002B; and CELLO, the two models that do not have the cytoskeleton category. PCP was correctly and uniformly predicted to be chloroplastic by all four models. Rhodopsin, a known transmembrane protein, was predicted as a plasma membrane protein in all the 19 cases by Euk-mPLoc and CELLO and 11 of these are supported by three or more of the models. All 16 Rubisco sequences, from various species of dinoflagellates, were predicted as chloroplast proteins by three or more models. All 16 PCNA genes examined were predicted to be nuclear proteins, and 5 of these were supported by three or more models. All these results confirmed that the joint-multiple prediction models could be applied to dinoflagellates and other phytoplankton proteins by the majority rule (&#x02265;2 models). Predicting results based on this &#x0201C;rule&#x0201D; are shown in Table <xref ref-type="table" rid="T3">3</xref>. Putative AP in &#x0201C;<italic>A. catenella</italic>&#x0201D; would be localized in the extracellular space (2 models) and chloroplast (2 models), with equal probability. Putative AP in <italic>A. carterae</italic> would most likely be in the extracellular space (plus endoplasmic reticulum, which can be considered as transporting and secreting out of the cell; 3 models) but cytoplasm (1 model) and chloroplast (1 model) are possible as well. In <italic>K. brevis</italic>, putative AP was predicted to be most likely extracellular (also plus Endoplasmic Reticulum; 4 models) or cell surface (cell wall plus membrane; 2 models) with a small probability to be found in other intracellular compartments (1 model each).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p><bold>Predicted subcellular localization for alkaline phosphatase in eukaryotic phytoplankton using Yloc, Euk-mPLoc2.0, WoLF PSORT, and CELLO computational models</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left"/>
<th align="left">Extracellular space</th>
<th align="left">Cell wall</th>
<th align="left">Plasma membrane</th>
<th align="left">Cytoplasm</th>
<th align="left">Nucleus</th>
<th align="left">Mitochondrion</th>
<th align="left">Chloroplast</th>
<th align="left">Golgi apparatus</th>
<th align="left">Endoplasmic reticulum</th>
<th align="left">Peroxisome</th>
<th align="left">Vacuole</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold><italic>PhoA</italic>-like</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x0201C;<italic>Alexandrium catenella</italic>&#x0201D; JQ806383</td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Amphidinium carterae</italic> ADT91623</td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Karenia brevis</italic> JQ670749</td>
<td align="left" style="background-color:black; color:white;">3</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
</tr>
<tr>
<td align="left"><italic>Phaeodactylum tricornutum</italic> XP_002182197.1</td>
<td align="left" style="background-color:black; color:white;">3</td>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
</tr>
<tr>
<td align="left"><italic>Thalassiosira pseudonana</italic> jgi|Thaps3|1179|jgi|Thaps3|1179|fgenesh1_pg.C_chr_1000313:22-645</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:black; color:white;">3</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Aureococcus anophagefferens</italic> jgi|Auran1||scaffold_13:864419-866137_putative</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:black; color:white;">3</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Emiliania huxleyi</italic> jgi|Emihu1|444279|estExtDG_fgenesh_newKGs_kg.C_3060016:21-652</td>
<td align="left" style="background-color:black; color:white;">3</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Chlamydomonas reinhardtii</italic> Chlre_XP_001702318.1</td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Volvox carteri f. nagariensis</italic> Volca_XP_002958226.1</td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
</tr>
<tr>
<td align="left"><bold>PhoX like</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Chlamydomonas reinhardtii</italic> XP_001703098<xref ref-type="table-fn" rid="tfn3">&#x0002A;</xref></td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
</tr>
<tr>
<td align="left"><italic>Volvox carteri</italic> CAA10030<xref ref-type="table-fn" rid="tfn3">&#x0002A;</xref></td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><bold>Other types</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Emiliania huxleyi</italic> ABI51308<xref ref-type="table-fn" rid="tfn3">&#x0002A;</xref></td>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left" style="background-color:gray">2</td>
<td align="left"/>
<td align="left" style="background-color:darkgray">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Shade darkness denotes the number of models that support the prediction, from highest (darkest&#x02009;&#x0003D;&#x02009;3) to lowest (lightest&#x02009;&#x0003D;&#x02009;1)</italic>.</p>
<fn id="tfn3"><p><italic>&#x0002A;APs that have been previously characterized. The rest of the sequences (except Dino-APs) are tblastn hits using Dino-APs as query</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>These computational predictions of putative Dino-AP localization were verified by enzyme labeled fluorescence (ELF) labeling. In the three dinoflagellate species we have analyzed so far, AP activity as indicated by ELF showed different localization patterns (Figure <xref ref-type="fig" rid="F3">3</xref>). In &#x0201C;<italic>A. catenella</italic>,&#x0201D; AP appeared to be located both intracellularly and on the cell surface. In <italic>A. carterae</italic>, AP activity was more on the cell surface than intracellular but both locations had substantial activities. In <italic>K. brevis</italic>, AP activity was mostly distributed on the cell surface. The ELF labeling patterns were consistent with model predictions.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Subcellular localizations of Dino-APs observed in ELF-labeled cells (A) and computationally predicted (B) for three different dinoflagellate species</bold>. Aleca, <italic>Alexandrium catenella</italic> AP; AcaAP, <italic>Amphidinium carterae</italic> AP; KbrAP, <italic>Karenia brevis</italic> AP, reproduced from Lin et al. (<xref ref-type="bibr" rid="B42">2012</xref>) with the permission of Elsevier. <bold>(A)</bold> Green fluorescence (top row) representing the hydrolyzed precipitate attributed to alkaline phosphatase activity, and the red autofluorescent images (bottom row) indicating autofluorescence of chloroplasts in corresponding species. <bold>(B)</bold> Computational prediction of subcellular localization of putative Dino-APs is combined results rom different models.</p></caption>
<graphic xlink:href="fmicb-03-00235-g003.tif"/>
</fig>
<p>Among other groups of eukaryotic phytoplankton putative AP was predicted to be in the extracellular space and plasma membrane of <italic>P. tricornutum</italic> and most likely in the cytoplasm of <italic>T. pseudonana</italic> and <italic>A. anophagefferens</italic>. In <italic>E. huxleyi</italic>, the <italic>phoA</italic>-like AP (jgi|Emihu1|444279|estExtDG_fgenesh_newKGs_kg.C_3060016:21-652) was more likely extracellular but could be cytoplasmic as well whereas EHAP1 (ABI51308) was predicted to be extracellular and cell surface (plasma membrane; Table <xref ref-type="table" rid="T3">3</xref>). EHAP1 has been experimentally shown to be extracellular (Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>Alkaline phosphatase seems to be common in both prokaryotic and eukaryotic phytoplankton. AP genes have been studied extensively in bacteria and scarcely in eukaryotes, while AP activity has been detected in a wide range of eukaryotic phytoplankton (Table <xref ref-type="supplementary-material" rid="SM2">S2</xref> in Supplementary Material). The combination of the new molecular data retrieved in this study with literature information on AP activities indicates that AP is an ancient and common feature in marine microbes, attesting to the notion that phosphorus is a common limiting factor of phytoplankton production. The association of AP activity in eukaryotic phytoplankton with DIP limitation in the environment has been widely established. Recently, AP gene expression in dinoflagellates was also found to be regulated by DIP availability (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>, <xref ref-type="bibr" rid="B42">2012</xref>). To date, AP activity has not been detected in raphidophytes, and the AP gene has not been identified in the genomes of rhodophytes, such as <italic>Cyanidioschyzon merolae</italic> (Table <xref ref-type="supplementary-material" rid="SM2">S2</xref> in Supplementary Material). If verified, the lack of AP in these organisms would suggest loss of the function during evolution and raise questions about how these algae cope with DIP limitation. Molecular data on AP in eukaryotic phytoplankton is still too limited to draw definitive conclusions about the general evolutionary trend and their ecological significance. However, some interesting insights can be derived from the results of our exploratory analyses conducted in this study.</p>
<sec>
<title>Variable types of alkaline phosphatase in marine phytoplankton</title>
<p>With different forms and unique characteristics found in this study and documented in literature, AP is clearly a highly variable gene in marine microorganisms. Three AP families, <italic>phoA</italic>, <italic>phoX</italic>, and <italic>phoD</italic> have been found in marine bacteria, and their gene sequences, subcellular localizations, metal cofactor requirements, and substrates have been analyzed experimentally and computationally (Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>, <xref ref-type="bibr" rid="B44">2011</xref>; Sebastian and Ammerman, <xref ref-type="bibr" rid="B69">2009</xref>). Similar cases (but more complicated) were also observed in cyanobacteria, which are one of the most common phytoplankton lineages. So far, the only well-characterized AP genes in marine cyanobacterium were <italic>phoA</italic> (145&#x02009;kDa) and <italic>phoV</italic> (61.3&#x02009;kDa) from <italic>Synechococcus</italic> strain PCC7942 (Ray et al., <xref ref-type="bibr" rid="B63">1991</xref>; Wagner et al., <xref ref-type="bibr" rid="B78">1995</xref>). The previously identified atypical <italic>phoA</italic>, with an unusually large molecular weight, showed no sequence homology with other AP genes and was believed to exhibit extracellular phosphatase activity without a cleavable signal sequence (Ray et al., <xref ref-type="bibr" rid="B63">1991</xref>). The <italic>phoD</italic> type of AP was characterized in halotolerant cyanobacterium <italic>Aphanothece halophytica</italic> (Kageyama et al., <xref ref-type="bibr" rid="B33">2011</xref>). The heterogeneous sequences of AP made it very difficult to identify the AP gene homology in different strains of <italic>Synechococcus</italic> and <italic>Prochlorococcus</italic> (Moore et al., <xref ref-type="bibr" rid="B50">2005</xref>). In addition, a fourth type, <italic>PhoV</italic>, was identified as a membrane-associated protein localized in the periplasmic space requiring Zn<sup>2&#x0002B;</sup> for activity (as required by <italic>phoA</italic> in bacteria); the sequence of this gene was 34% identical to <italic>phoA</italic> in the &#x003B1;-proteobacterium <italic>Zymomonas mobilis</italic> (Wagner et al., <xref ref-type="bibr" rid="B78">1995</xref>). A recent study on the genome sequence of <italic>Trichodesmium</italic> spp. confirmed that there are two putative APs, one sharing a conserved domain with the characterized <italic>phoX</italic> from marine &#x003B3;-proteobacteria, and the other sharing 52% identity to 50% of the translated <italic>phoA</italic> gene from <italic>Synechococcus</italic> PCC7942 (Orchard et al., <xref ref-type="bibr" rid="B55">2009</xref>).</p>
<p>Among eukaryotic microalgae, only APs from chlorophyte <italic>C. reinhardtii</italic> and <italic>V. carteri</italic> have been categorized with respect the types recognized in bacteria; <italic>phoX</italic> like sequences occur in both species (Hallmann, <xref ref-type="bibr" rid="B23">1999</xref>; Moseley et al., <xref ref-type="bibr" rid="B52">2006</xref>). The transcriptomic and proteomic study indicated that there are several putative APs in <italic>T. pseudonana</italic> (Dyhrman et al., <xref ref-type="bibr" rid="B15">2012</xref>). Before the analysis of the AP genes from dinoflagellates reported here, the only characterized AP coding gene in marine eukaryotic phytoplankton is <italic>ehap</italic>1, identified in <italic>E. huxleyi</italic> (Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>). The gene product EHAP1, with its signal peptide identified at the N-terminus and without a GPI anchor at the C-terminus, can be released from the cell surface into the medium. But it does not show any similarity to the known types of APs. Because of the very limited knowledge of eukaryotic phytoplankton AP genes, it is difficult to categorize the putative APs from dinoflagellates and other eukaryotic phytoplankton into those recognized types of marine APs. However, our sequence comparison results showed that Dino-APs and other putative AP sequences in other eukaryotic phytoplankton genomes retrieved from the public databases share highest (despite still very low) identifiable sequence similarity with the <italic>phoA</italic> AP from bacteria and cyanobacteria among all the recognized types of AP. These AP amino acid sequences clustered together in the phylogenetic tree (Figure <xref ref-type="fig" rid="F2">2</xref>). Regardless if these are indeed <italic>phoA</italic> type APs, all our analyses suggest that they are undoubtedly a subset of putative APs.</p>
<p>It is interesting to observe that while cyanobacteria, chlorophytes <italic>C. reinhardtii</italic> and <italic>V. carteri</italic>, and the haptophyte <italic>E. huxleyi</italic> have multiple types of AP, essentially only one form of putative AP sequence has been identified in dinoflagellates. There is little sequence variation in the coding region, most of which involves synonymous nt substitutions (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>, <xref ref-type="bibr" rid="B42">2012</xref>). In the 2,181-bp long AP cDNA coding region in &#x0201C;<italic>A. catenella</italic>,&#x0201D; only two sites show changes. This is striking because most of the genes in dinoflagellates that have been studied exist in numerous variations. For instance, <italic>pcna</italic>, which usually occurs in one copy in other eukaryotes, exists in tens of copies in the dinoflagellate <italic>Pfiesteria piscicida</italic>, which contain many synonymous and substantial numbers of non-synonymous nucleotide substitutions (Zhang et al., <xref ref-type="bibr" rid="B87">2006</xref>). Similarly, Rubisco genes in <italic>P. minimum</italic> occurs in over 100 copies, which differ from each other by as much as 5%, with both synonymous and non-synonymous changes as well as insertions/deletions (Zhang and Lin, <xref ref-type="bibr" rid="B88">2003</xref>). If the duplication of genes in dinoflagellates has resulted from whole genome duplication, as recently postulated (Hou and Lin, <xref ref-type="bibr" rid="B26">2009</xref>), the negligible level of variation in AP relative to that of other genes may suggest that Dino-APs probably face strong evolutionary purifying selection (Kim et al., <xref ref-type="bibr" rid="B37">2011</xref>). However, if dinoflagellate genes duplicated independently, then the low variability of the gene can simply indicate that the gene copies have only arisen from recent duplication events (Thornton, <xref ref-type="bibr" rid="B74">2007</xref> and the refs there in).</p>
</sec>
<sec>
<title>High alkaline phosphatase sequence variability across lineages</title>
<p>The sequence variability of putative AP between lineages is strikingly high. Although it has been shown that 25&#x02013;30% of the aa residues, especially the active sites, in APs are well conserved among mammals, yeast, and <italic>E. coli</italic> (Murphy et al., <xref ref-type="bibr" rid="B53">1995</xref>), this does not seem to be the case for dinoflagellates and other eukaryotic phytoplankton. Putative Dino-APs did not share obvious similarity with APs from other eukaryotes. There were also no obvious conserved domains observed between putative Dino-APs and <italic>phoV</italic> from <italic>S. elongatus</italic> PCC 7942. When comparing putative Dino-APs with <italic>phoA</italic> from <italic>Trichodesmium</italic> spp. (Orchard et al., <xref ref-type="bibr" rid="B55">2009</xref>) and <italic>Synechococcus</italic> PCC7942 (Ray et al., <xref ref-type="bibr" rid="B63">1991</xref>), more than 10 conserved domains were identified between putative Dino-APs and <italic>phoA</italic>; however, no conserved region was found between putative Dino-APs and <italic>phoX</italic>. The lack of long conserved sequence regions and the overall high variability rendered the alignment of nt sequences of counterparts from different lineages (e.g., dinoflagellates and diatoms) impossible; however, our careful alignment of aa sequences did reveal several conserved domains (Figure <xref ref-type="fig" rid="F1">1</xref>). The putative Dino-APs shared no similarity with EHAP1 from <italic>E. huxelyi</italic> (Xu et al., <xref ref-type="bibr" rid="B82">2006</xref>, <xref ref-type="bibr" rid="B81">2010</xref>), but hit several unidentified <italic>E. huxelyi</italic> genome contigs with significant E-values (e.g., jgi 444279, 3e&#x02212;157 to 0.0). A recently identified protein with AP activity in <italic>A. lagunensis</italic> also shared similarity with the AP from proteobacteria <italic>Idiomarina baltica</italic> OS145 (Sun et al., <xref ref-type="bibr" rid="B71">2012</xref>). In the phylogenetic tree, putative Dino-APs formed a monophyletic group with other eukaryotes whose chloroplasts belong to the red-type (i.e., chromalveolate), which as a whole is sister to APs from some bacteria. This is likely due to the existence of a number of chemically similar aa residues among the chromalveolate APs, which increased the similarities between the sequences. Whether the somewhat closer phylogenetic relationship between the red-type algae and bacteria has resulted from a horizontal gene transfer cannot be determined with the limited data currently available, but is worth exploring in the future.</p>
</sec>
<sec>
<title>Possible different subcellular localizations and different P strategies associated with the variable alkaline phosphatase sequences</title>
<p>The computational study of subcellular localization of marine bacterial APs implies different strategies of DOP utilization by different forms of AP (Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>, <xref ref-type="bibr" rid="B44">2011</xref>). The high abundance of cytoplasmic APs (<italic>phoA</italic> and <italic>phoD</italic>) suggests that intracellular hydrolysis of transported small DOP molecules is also an important P acquisition mechanism (Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>). Presence of <italic>phoX</italic> (extracellular) and its relatively wide distribution is thought to provide a growth advantage to the bacteria (may be cyanobacteria too) because it has broad substrate specificity as well as using Ca<sup>2&#x0002B;</sup> as co-factor instead of Zn<sup>2&#x0002B;</sup>, which is often limited in the oligotrophic ocean (Orchard etal.,2009; Sebastian and Ammerman, <xref ref-type="bibr" rid="B69">2009</xref>). According to previous studies, APs are located on the cell surface in most of the species examined (e.g., <italic>Chaetoceros affinis</italic>, <italic>Skeletonema costatum</italic>, <italic>P. tricornutum</italic>, <italic>Chlorella</italic> sp., <italic>Isochrysis galbana</italic>, <italic>P. Donghaiense</italic>, and <italic>Peridiniumcinctum</italic>) whereas are intracellular in some other species (e.g., <italic>P. mican</italic>, &#x0201C;<italic>A. fundyense</italic>,&#x0201D; and &#x0201C;<italic>A. catenella</italic>&#x0201D;; Ou et al., <xref ref-type="bibr" rid="B56">2010</xref>). Our ELF labeling patterns were suggestive of AP being localized both intracellularly and on the cell surface of &#x0201C;<italic>A. catenella</italic>,&#x0201D; which is consistent with the computational prediction of chloroplast and cell surface localization. Chloroplast in &#x0201C;<italic>A. catenella</italic>&#x0201D; was highly branched and abundant in the cytoplasm (Hansen and Moestrip, <xref ref-type="bibr" rid="B24">1998</xref>), rendering chloroplast AP ELF labeling as scattered in the cytoplasm (Figure <xref ref-type="fig" rid="F3">3</xref>). Comparative studies have shown that the diatom <italic>S. costatum</italic> quickly released the AP into the medium while &#x0201C;<italic>A. catenella</italic>&#x0201D; and <italic>P. donghaiense</italic> harbor most of the AP inside the cells and on the cell surface, respectively, so that these algae could use DOP in the ambient water and survive longer under P-limited condition (Ou et al., <xref ref-type="bibr" rid="B57">2008</xref>, <xref ref-type="bibr" rid="B56">2010</xref>).</p>
<p>The computational prediction of some putative eukaryotic phytoplankton APs also showed that AP localization (i.e., cell surface or intracellular) varied with species. AP localized in the extracellular space may enable that species to utilize DOP from the external environment as cleaved phosphate. This would obviate the need to import bulky DOP into the cell. In contrast, APs located inside the cell would only be able to utilize DOP found inside the cell, either transported from the external environment or produced inside the cell (e.g., degraded or denatured proteins and other organic matter). As suggested in marine bacteria, cytoplasmic APs probably function in internal organophosphate hydrolysis (Luo et al., <xref ref-type="bibr" rid="B43">2009</xref>). The differentiation of subcellular localization thus would confer adaptive strategies in utilizing different sources of DOP. This differentiation may be the reason that different phytoplankton species respond to DIP limitation in the environment in different manner. For instance, <italic>A. carterae</italic> responded to DIP limitation by expressing AP activities detectable on live cells (i.e., likely extracellular or cell surface) very quickly and is able to maintain growth rates comparable to that under DIP-replete conditions (Lin et al., <xref ref-type="bibr" rid="B41">2011</xref>). In contrast, <italic>K. brevis</italic> growth rate declined shortly after DIP was depleted and detectable AP activity increased long after (Lin et al., <xref ref-type="bibr" rid="B42">2012</xref>). Perhaps the more cytoplasmic presence of AP enables <italic>A. carterae</italic> to access DOP generated inside the cell quickly compared to <italic>K. brevis</italic>, in which the dominant extracellular/cell surface distribution of AP may force the cells to rely on external DOP generated from cell death and on the import process for the cleaved DIP to enter the cell. Yet, such linkage between AP sequence, subcellular localization, and P nutritional strategy requires much more dedicated studies to verify.</p>
</sec>
</sec>
<sec>
<title>Conclusion</title>
<p>Alkaline phosphatase appears to be common in eukaryotic phytoplankton, thus likely an ancient feature, but how many lineages have lost this feature and consequently how they cope with potential phosphate limitation warrant further studies. The high diversity of AP genes in phytoplankton may be related to diversification of subcellular localization and strategies of accessing and utilizing DOP. Currently sequence data are still too limited to infer a definitive evolutionary trend of the gene and functional diversification of the encoded enzyme. Much work is needed to: (1) determine the origin of the AP gene in eukaryotic phytoplankton; (2) elucidate what drives the rapid evolution of this gene in comparison to other genes in the same organism; (3) examine the linkage of the highly variable AP sequences with subcellular localizations and access of the host algae to diverse sources of DOP inside and outside the cells. In addition, on the practical side, the high diversity probably will make the AP gene a promising phylogenetic marker for resolving closely related lineages that cannot be distinguished based on morphology or conserved genes such as those coding for rRNA. Yet convincing evidence ratifying such utility of the AP gene also awaits further studies with broader taxon sampling and more in-depth phylogenetic analyses.</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>
<sec sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at <uri xlink:href="http://www.frontiersin.org/Aquatic_Microbiology/10.3389/fmicb.2012.00235/abstract">http://www.frontiersin.org/Aquatic_Microbiology/10.3389/fmicb.2012.00235/abstract</uri></p>
<supplementary-material xlink:href="20162_Lin_DataSheet1.PDF" id="SM1" mimetype="applicationn/PDF" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table S1</label>
<caption><p><bold>Test runs of the four subcellular localization predicting models with AP from dinoflagellates and various other organisms and a variety of other porteins in dinoflagellates</bold>.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="20162_Lin_DataSheet2.PDF" id="SM2" mimetype="applicationn/PDF" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table S2</label>
<caption><p><bold>Eukaryotic phytoplankton in which Alkaline phosphatase activity or coding gene that has been detected</bold>.</p></caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>The authors wish to thank Yong Zhang for growing the <italic>Alexandrium</italic> culture, Yongqiang Tian for acquiring microscopic images of the ELF-labeled cells, and Michael Finiguerra for correcting English grammar. This work was supported by China NSF grant 41176091.</p>
</ack>
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