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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2021.638181</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative Structural and Functional Analyses of the Fusiform, Oval, and Triradiate Morphotypes of <italic>Phaeodactylum tricornutum</italic> Pt3 Strain</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Galas</surname> <given-names>Ludovic</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/61440/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Burel</surname> <given-names>Carole</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/727175/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Schapman</surname> <given-names>Damien</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1278748/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ropitaux</surname> <given-names>Marc</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1235457/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bernard</surname> <given-names>Sophie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1279672/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>B&#x00E9;nard</surname> <given-names>Magalie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Bardor</surname> <given-names>Muriel</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/142632/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Normandie University, UNIROUEN, INSERM, PRIMACEN</institution>, <addr-line>Rouen</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Normandie University, UNIROUEN, Laboratoire Glycobiologie et Matrice Extracellulaire V&#x00E9;g&#x00E9;tale (Glyco-MEV) EA4358</institution>, <addr-line>Rouen</addr-line>, <country>France</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institut Universitaire de France</institution>, <addr-line>Paris</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Benoit Schoefs, Le Mans Universit&#x00E9;, France</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Inna Khozin-Goldberg, Ben-Gurion University of the Negev, Israel; Tore Brembu, Norwegian University of Science and Technology, Norway; Fabrice Franck, University of Li&#x00E8;ge, Belgium</p></fn>
<corresp id="c001">&#x002A;Correspondence: Muriel Bardor, <email>muriel.bardor@univ-rouen.fr</email></corresp>
<corresp id="c002">Ludovic Galas, <email>ludovic.galas@univ-rouen.fr</email></corresp>
<fn fn-type="other" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine and Freshwater Plants, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>638181</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Galas, Burel, Schapman, Ropitaux, Bernard, B&#x00E9;nard and Bardor.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Galas, Burel, Schapman, Ropitaux, Bernard, B&#x00E9;nard and Bardor</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) 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>The diatom <italic>Phaeodactylum tricornutum</italic> is a marine unicellular microalga that exists under three main morphotypes: oval, fusiform, and triradiate. Previous works have demonstrated that the oval morphotype of <italic>P. tricornutum</italic> Pt3 strain presents specific metabolic features. Here, we compared the cellular organization of the main morphotypes of the diatom <italic>P. tricornutum</italic> Pt3 strain through transmission electron and advanced light microscopies. The three morphotypes share similarities including spectral characteristics of the plastid, the location of the nucleus, the organization of mitochondria around the plastid as well as the existence of both a F-actin cortex, and an intracellular network of F-actin. In contrast, compared to fusiform and triradiate cells, oval cells spontaneously release proteins more rapidly. In addition, comparison of whole transcriptomes of oval versus fusiform or triradiate cells revealed numerous differential expression of positive and negative regulators belonging to the complex dynamic secretory machinery. This study highlights the specificities occurring within the oval morphotype underlying that the oval cells secrete proteins more rapidly.</p>
</abstract>
<kwd-group>
<kwd>microalgae</kwd>
<kwd>diatom</kwd>
<kwd>morphotype</kwd>
<kwd>organelles</kwd>
<kwd>cytoskeleton</kwd>
<kwd>secretion</kwd>
<kwd><italic>Phaeodactylum tricornutum</italic></kwd>
<kwd>biofactory</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="80"/>
<page-count count="15"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>During the last decades, knowledge regarding cell biology of eukaryotic model organisms like plants, yeast, animal cells have increased tremendously (<xref ref-type="bibr" rid="B6">Bezanilla, 2013</xref>; <xref ref-type="bibr" rid="B43">Martin, 2014</xref>; <xref ref-type="bibr" rid="B46">Mathur et al., 2017</xref>). In contrast, comprehension of cellular processes from the marine diatom <italic>Phaeodactylum tricornutum</italic> is still limited. <italic>P. tricornutum</italic> is an unicellular Stramenopile believed to have arisen <italic>via</italic> a serial endosymbiotic event in which a red microalga were engulfed by a heterotroph (<xref ref-type="bibr" rid="B49">Moustafa et al., 2009</xref>; <xref ref-type="bibr" rid="B9">Bowler et al., 2010</xref>; <xref ref-type="bibr" rid="B55">Prihoda et al., 2012</xref>), thus generating specific genomic features and metabolic pathways (<xref ref-type="bibr" rid="B8">Bowler et al., 2008</xref>; <xref ref-type="bibr" rid="B34">Keeling and Palmer, 2008</xref>). Indeed, a recent investigation of <italic>P. tricornutum</italic> genome revealed that a total of 3,170 genes (26%) are unique and specific to this organism (<xref ref-type="bibr" rid="B57">Rastogi et al., 2018</xref>). <italic>P. tricornutum</italic> also harbors a combination of genes and metabolic pathways that belongs either to the plant or animal kingdoms (C4 photosynthetic pathway and urea cycle, for example) (<xref ref-type="bibr" rid="B11">Butler et al., 2020</xref>). It is a photoautotrophic organism for which molecular tools as well as transformation methods have been developed (<xref ref-type="bibr" rid="B2">Apt et al., 1996</xref>; <xref ref-type="bibr" rid="B78">Zaslavskaia et al., 2000</xref>; <xref ref-type="bibr" rid="B50">Niu et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Miyahara et al., 2013</xref>; <xref ref-type="bibr" rid="B79">Zhang and Hu, 2014</xref>; <xref ref-type="bibr" rid="B33">Karas et al., 2015</xref>). Indeed, genetic engineering such as gene silencing (<xref ref-type="bibr" rid="B17">De Riso et al., 2009</xref>), TALEN (<xref ref-type="bibr" rid="B13">Daboussi et al., 2014</xref>; <xref ref-type="bibr" rid="B63">Serif et al., 2017</xref>), and CRISPR/cas9 (<xref ref-type="bibr" rid="B51">Nymark et al., 2016</xref>; <xref ref-type="bibr" rid="B42">Mann et al., 2017</xref>; <xref ref-type="bibr" rid="B62">Serif et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Slattery et al., 2018</xref>; <xref ref-type="bibr" rid="B67">Stukenberg et al., 2018</xref>) has been proven to be efficient in <italic>P. tricornutum.</italic> These tools should in the near future help in deciphering cellular processes and optimizing the commercial exploitation of <italic>P. tricornutum</italic>, which naturally synthesizes numerous compounds of interest like pigments and omega-3 (<xref ref-type="bibr" rid="B12">Cadoret et al., 2012</xref>; <xref ref-type="bibr" rid="B60">Sasso et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Hamilton et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Kuczynska et al., 2015</xref>; <xref ref-type="bibr" rid="B11">Butler et al., 2020</xref>). In addition, <italic>P. tricornutum</italic> has been recently used for biotechnological applications such as the production of biopharmaceuticals including monoclonal antibodies (mAbs) (<xref ref-type="bibr" rid="B37">Le&#x00F3;n-Ba&#x00F1;ares et al., 2004</xref>; <xref ref-type="bibr" rid="B45">Mathieu-Rivet et al., 2014</xref>; <xref ref-type="bibr" rid="B30">Hempel and Maier, 2016</xref>; <xref ref-type="bibr" rid="B19">Dumontier et al., 2018</xref>; <xref ref-type="bibr" rid="B58">Rosales-Mendoza et al., 2020</xref><italic>).</italic> For example, engineered <italic>P. tricornutum</italic> is able to produce recombinant human anti-Marburg virus mAbs (<xref ref-type="bibr" rid="B31">Hempel et al., 2017</xref>) and functionally glycosylated human anti-hepatitis B mAbs (<xref ref-type="bibr" rid="B28">Hempel et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Hempel and Maier, 2012</xref>; <xref ref-type="bibr" rid="B71">Vanier et al., 2015</xref>, <xref ref-type="bibr" rid="B72">2018</xref>). Even successful, industrial exploitation and commercialization are still rather limited due to the amount of mAbs produced. Thus, increasing the production yield is a prerequisite before any industrialization of algae-made mAbs. Such improvement requires a better comprehension of the cellular and metabolism processes as well as the secretion mechanism. In the future, metabolic engineering strategies could be envisioned and implemented as exemplified for the production of high-value plant triterpenoid production (<xref ref-type="bibr" rid="B14">D&#x2019;Adamo et al., 2019</xref>) and increase of lipid accumulation (<xref ref-type="bibr" rid="B80">Zou et al., 2018</xref>).</p>
<p><italic>Phaeodactylum tricornutum</italic> is atypical as it occurs naturally in at least three distinct morphotypes: oval, fusiform, and triradiate (<xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>). A fourth cruciform morphotype has sometimes being described (<xref ref-type="bibr" rid="B76">Wilson, 1946</xref>; <xref ref-type="bibr" rid="B39">Lewin et al., 1958</xref>; <xref ref-type="bibr" rid="B27">He et al., 2014</xref>). However, the fusiform morphotype is the more frequent one. It can be morphologically transformed under specific culture conditions into the oval or triradiate one, morphotypes being able eventually to switch back to the fusiform morphotype (<xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>). Such plasticity is likely to be due to the poorly silicified cell wall of the fusiform morphotype. In contrast, the oval morphotype contains organized silicified frustules (<xref ref-type="bibr" rid="B73">Vartanian et al., 2009</xref>). Indeed, <italic>P. tricornutum</italic> cell is encased by a rigid silica frustule comprised of two overlapping thecae (Epithecae and Hypothecae), each composed of a valve and accompanying the girdle band (GB) region. The raphe represents slits of the valves allowing the secretion of mucilage that is involved in cell motility and adhesion (<xref ref-type="bibr" rid="B44">Martin-J&#x00E9;z&#x00E9;quel and Tesson, 2013</xref>; <xref ref-type="bibr" rid="B75">Willis et al., 2013</xref>). Recently, a pairwise comparison of the transcriptomes of the three morphotypes from <italic>P. tricornutum</italic> Pt3 strain revealed that 1% of genes are differentially expressed between the fusiform and the triradiate mophotypes whereas more than 22 and 29% are differentially expressed when comparing the oval versus fusiform and the oval versus triradiate, respectively (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). Among the differentially expressed genes in the oval morphotype, genes encoding proteins involved in stress responses like heat shock proteins and protein containing DER1-like domain are up-regulated (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). Such results agreed with previous observations which conclude that the oval morphotype represent a resistance form to stresses and survive in unfavorable conditions such as hyposaline conditions, low temperature, low light (<xref ref-type="bibr" rid="B25">Gutenbrunner et al., 1994</xref>; <xref ref-type="bibr" rid="B16">De Martino et al., 2007</xref>, <xref ref-type="bibr" rid="B15">2011</xref>; <xref ref-type="bibr" rid="B5">Bartual et al., 2008</xref>). In agreement, it has recently been reported that 68% of the differentially expressed genes compared to the other morphotypes were found to be up-regulated and involved in the biosynthesis of triglyceride, glucuronomannan and nucleotide pathways (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). In addition, these RNA-Seq data suggest that several components of the secretory machinery are regulated in the oval morphotype suggesting specific protein release (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). In this work, we compare the structural features, cellular organization and kinetics of protein release of the three main morphotypes of <italic>P. tricornutum</italic>, namely the fusiform, oval and triradiate.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Culture and Growth Conditions of <italic>Phaeodactylum tricornutum</italic></title>
<p>Fusiform, oval, or triradiate morphotype enriched cultures of <italic>P. tricornutum</italic> Pt3 strain (CCAP 1052/1B; CCMP 2558) were generated as previously described (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). <italic>P. tricornutum</italic> cells were grown at 19&#x00B0;C in 1 L flask on a 16/8 h light/dark cycle with light intensity of 68 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>. The nutritive medium was composed of 100% seawater (Instant Ocean) for the fusiform and triradiate morphotypes and of 10% seawater (Instant Ocean) for the oval morphotype. Sterilized by filtration through a 0.22 &#x03BC;m filter and autoclaved, seawater was then complemented with trace elements and 80 mg L<sup>&#x2013;1</sup> of sodium metasilicate (Na<sub>2</sub>SiO<sub>3</sub>) as previously reported (<xref ref-type="bibr" rid="B3">Ba&#x00EF;et et al., 2011</xref>). The diatom cells were cultured under ambient air. CO<sub>2</sub> from the air was the only available source of carbon.</p>
</sec>
<sec id="S2.SS2">
<title>Ultrastructural Characterization of <italic>P. tricornutum</italic> Morphotypes Through Transmitted Electron Microscopy</title>
<p>High pressure freezing (HPF) was performed with the HPF-EM PACT I freezer from Leica Microsystems (Nanterre, France). Prior to freezing, cells were treated with 100 mM mannitol during 2 h at room temperature for cryopreservation. Pre-treated diatoms were then transferred into the cavity of a copper ring (diameter of 1.2 mm; depth of 100 &#x03BC;m). Using a horizontal loading station, the specimen carriers were tightened securely to the pod of specimen holder. After fixation on the loading device, specimen were frozen with a maximum cooling rate of 10,000&#x00B0;C s<sup>&#x2013;1</sup>, an incoming pressure of 7.5 bars and a working pressure of 4.8 bars. Copper rings containing frozen samples were stored in liquid nitrogen until the freeze substitution procedure was initiated. After high-pressure freezing, samples were transferred to a freeze substitution automate (AFS, Leica Microsystems) pre-cooled to &#x2212;140&#x00B0;C. As previously described (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>), samples were substituted in anhydrous acetone with 0.5% uranyl acetate at &#x2212;90&#x00B0;C for 96 h. Using a gradient of +2&#x00B0;C h<sup>&#x2013;1</sup>, the temperature was gradually raised from &#x2212;90 to &#x2212;15&#x00B0;C with two intermediate steps at &#x2212;60 and &#x2212;30&#x00B0;C. Finally, samples were rinsed twice with anhydrous ethanol.</p>
<p>Resin infiltration was processed at &#x2212;15&#x00B0;C in a solution of ethanol/London Resin White (LRW) with successive ratios of 2:1 overday; 1:1 overnight and 1:2 overday followed by a final step in a pure LRW solution renewed twice during 48 h. The LRW was finally polymerized into the AFS apparatus at &#x2212;15&#x00B0;C under ultra violet light during 48 h. Ultrathin sections (80 nm; ultracut UCT, Leica Microsystems) of diatoms were collected onto carbon-formvar-coated nickel grids. A classical staining using uranyl acetate and lead citrate was done before sections were observed in a Philips, FEI Tecnai 12 Biotwin transmission electron microscope operating at 80 kV, with ES500W Erlangshen CCD camera (Gatan).</p>
</sec>
<sec id="S2.SS3">
<title>Structural Characterization of <italic>P. tricornutum</italic> Morphotypes Through Confocal Microscopy</title>
<p>For confocal microscopy, fluorescent labeling were performed on living or fixed <italic>P. tricornutum</italic> cells. After the different steps of labeling and rinsing, 5 &#x03BC;L of the diatom cell solution were deposited on a 35-mm glass bottom microwell dish (MatTek corporation) and covered with a small agar pad (Fisher, 0.3 g/20 mL) to stabilize microalgae during imaging. Acquisitions were performed at room temperature with an inverted Leica TCS SP5 confocal microscope (Leica Microsystems, Nanterre, France).</p>
</sec>
<sec id="S2.SS4">
<title>Determination of Spectral Characteristics of <italic>P. tricornutum</italic> Cells Autofluorescence Through Confocal Microscopy</title>
<p>One-photon excitation (Ex) and emission (Em) spectra were measured at room temperature using &#x039B;&#x03BB; acquisition mode on a TCS SP5 confocal microscope equipped with a supercontinuum laser source (NTK photonics, Cologne, Germany) and a resonant scanner (8,000 Hz). Using a 63&#x00D7; objective (1.4, oil immersion), autofluorescence emission from diatom cells was detected through a hybrid detector (Leica Microsystems, France). In this configuration, two-dimensional scanning with automatic variations of excitation (&#x039B;, from 470 to 670 nm, 2 nm step) and emission (&#x03BB;, from 490 to 800 nm, 10 nm band) was performed and led to a stack of 1,722 images (<italic>n</italic> = 20). Resulting &#x039B;&#x03BB; representation, also called Lambda square fluorescence mapping, was obtained using the Excitation Emission Contour Plot of the Leica Application Suite Advanced Fluorescence software (Leica Microsystems, France). Therefore, each element of the mapping is defined by a corresponding couple of Ex/Em wavelengths. Excitation and emission spectra can therefore be obtained through Microsoft Excel. Consequently, autofluorescence emission of <italic>P. tricornutum</italic> cells was collected from 640 to 720 nm.</p>
</sec>
<sec id="S2.SS5">
<title>Labeling of Living <italic>P. tricornutum</italic> Cells for Nucleic Acids, Mitochondria and Lipid Bodies</title>
<p>To avoid any spectral contamination between cells autofluorescence and green-emitted fluorescent probes for macromolecules and organelles, excitation and emission spectra were measured for Syto 21 and autofluorescence using &#x039B;&#x03BB; acquisition mode as described above and spectral emission windows were determined for each fluorescent component.</p>
<p>For nucleic acids labeling, incubation with Syto 21 (Thermo Fisher Scientific) at a concentration of 10<sup>&#x2013;6</sup> M during 5 min, was performed in the respective nutritive medium for fusiform, triradiate, and oval morphotypes. For cell imaging, Syto 21 was excited at 488 nm and fluorescence was collected from 520 to 560 nm. As shown by the &#x039B;&#x03BB; acquisition, activation of the 488 nm wavelength of the supercontinuum laser also induced simultaneous excitation of diatom cells autofluorescence that was detected between 640 and 720 nm. For mitochondria labeling, incubation with Mitotracker Green FM (Thermo Fisher Scientific) at a concentration of 10<sup>&#x2013;6</sup> M during 30 min was performed. For cell imaging, Mitotracker green was excited at 488 nm and fluorescence was collected from 500 and 550 nm. For lipid bodies labeling, incubation with BODIPY 505/515 (Thermo Fisher Scientific) at a concentration of 1 mg/mL during 10 min was performed. For cell imaging, BODIPY 505/515 was excited at 500 nm and fluorescence was collected from 510 and 550 nm. As shown by the &#x039B;&#x03BB; acquisition, activation of the 500 nm wavelength of the supercontinuum laser also induced simultaneous excitation of cells autofluorescence that was detected between 640 and 720 nm.</p>
</sec>
<sec id="S2.SS6">
<title>Labeling of Fixed <italic>P. tricornutum</italic> Cells for Actin</title>
<p><italic>Phaeodactylum tricornutum</italic> Pt3 cells were fixed in 4% formaldehyde for 1 h and rinsed twice in phosphate buffered saline (PBS). After 3 min pre-incubation with 1% bovine serum albumin (BSA) and 0.1% Triton X-100 in PBS, cells were exposed to Alexa Fluor 488-conjugated phalloidin (165 nM, Invitrogen) for 30 min. For cell imaging, Alexa Fluor 488-conjugated phalloidin was excited at 488 nm and fluorescence was collected from 500 and 550 nm.All experiments have been performed at least from three different cell culture and representative images were chosen among at least 20 images to illustrate the different fluorescent labeling.</p>
</sec>
<sec id="S2.SS7">
<title>Relative Quantification of Protein Release From <italic>P. tricornutum</italic> Pt3 Morphotypes</title>
<p><italic>Phaeodactylum tricornutum</italic> cells (2.10<sup>5</sup> cells mL<sup>&#x2013;1</sup>) were used to inoculate eight flasks for each morphotype, in 100% seawater medium (Instant Ocean) for the triradiate and fusiform morphotypes and 10% for the oval one, respectively. The medium and the culture conditions were as described in the section &#x201C;Culture and Growth Conditions of <italic>Phaeodactylum tricornutum</italic>.&#x201D; Each day and for each morphotype, the number of cells was counted in order to establish a growth curve. For each day of culture, culture medium from one flask were recovered by centrifugation at 4,500<italic>g</italic>. Cell pellets were discarded and supernatants containing the culture medium were harvested, dialyzed and lyophilized. The samples were then resuspended in the same volume of milliQ water. To profile the protein release from the different morphotypes, proteins contained in the culture media were separated on a Sodium Dodecyl Sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). For each morphotype and each day, the volume of secreted medium equivalent to 7.6 &#x00D7; 10<sup>6</sup> cells were loaded after denaturation using a Laemmli buffer on a SDS-PAGE, ran in a Bis-Tris gel 4-12%. Secreted proteins are finally revealed by silver staining. A 8-bit tiff image of the gel obtained using the Fusion FX6 acquisition system with eVo-6 camera (Vilber). ImageJ (<xref ref-type="bibr" rid="B1">Abr&#x00E0;moff et al., 2004</xref>; <xref ref-type="bibr" rid="B56">Rasband, 1997&#x2013;2018</xref>), was used to perform relative quantification of silver-stained proteins. Tiff image was first inverted to finely localize specific staining within an appropriate region of interest (ROI). Subtracted from background noise, the sum of pixel intensity for each ROI was calculated and considered as the indicator of total protein content for each day of culture. All values were normalized by the maximum value detected in the gel i.e., day1 for oval cells and expressed as a kinetic of protein release over days.</p>
</sec>
<sec id="S2.SS8">
<title>Image Analysis</title>
<p>Deconvolution of raw data from confocal imaging was obtained through image processing with Huygens professional 4.5.1 sofware (SVI). ImageJ was used to adjust image brightness and contrast and to perform z projections of 3D images (xyz).</p>
</sec>
<sec id="S2.SS9">
<title>Transcriptome Analysis</title>
<p>The transcriptomic full dataset from <xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref> comparing the oval versus fusiform and the oval versus triradiate cells were combined and were manually reinvestigated in order to identify and select mRNA encoding for fucoxanthin chlorophyll a/c, proteins involved in actin and tubulin network, for signal peptidases and signal recognition particle proteins and finally proteins involved in vesicular trafficking. <xref ref-type="supplementary-material" rid="ST1">Supplementary Tables 1</xref>, <xref ref-type="supplementary-material" rid="ST2">2</xref> were build based on these analyses.</p>
</sec>
</sec>
<sec id="S3">
<title>Results and Discussion</title>
<p>The Pt3 strain was adapted to generate enriched cultures in each specific morphotype as previously described in <xref ref-type="bibr" rid="B53">Ovide et al. (2018)</xref>. Morphotypes were studied and compared with respect to organelles and kinetics of protein secretion.</p>
<sec id="S3.SS1">
<title>Ultrastructural Characterization of Pt3 Cells Through Transmission Electron Microscopy</title>
<p>The analysis of the ultrastructure of the three morphotypes was performed by transmission electron microscopy (TEM). Electron micrographs of <italic>P. tricornutum</italic> fusiform, oval and triradiate morphotypes are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. As expected, the sections reveal cells surrounded by the frustule which is poorly silicified in the fusiform and triradiate cells (<xref ref-type="fig" rid="F1">Figures 1A,C,D</xref>), compared to the oval cells (<xref ref-type="fig" rid="F1">Figure 1B</xref>; <xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>; <xref ref-type="bibr" rid="B22">Francius et al., 2008</xref>; <xref ref-type="bibr" rid="B68">Tanaka et al., 2015</xref>). Overall, similar organelles were found in the three morphotypes (<xref ref-type="fig" rid="F1">Figure 1</xref>) including nucleus (n), plastid (chl), mitochondria (m), vacuoles (v), vesicles (vsl). Vacuoles are larger in the fusiform and triradiate cells (<xref ref-type="fig" rid="F1">Figures 1A,D</xref>). They occupy the distal arms of the cells. A single and large plastid is present and localized nearby the nucleus in the three morphotypes. When observed, Golgi apparatus can be found closed to the nucleus (<xref ref-type="fig" rid="F1">Figure 1D</xref>). Mitochondria are elongated and generally reach both extremities of the cells, especially in the fusiform and triradiate cells (<xref ref-type="fig" rid="F1">Figures 1A,D</xref>). Such observations correlate with previous description (<xref ref-type="bibr" rid="B44">Martin-J&#x00E9;z&#x00E9;quel and Tesson, 2013</xref>) and validate the integrity of <italic>P. tricornutum</italic> cells in the culture conditions used for this work. Then, the three morphotypes of <italic>P. tricornutum</italic> were further characterized with advanced light microscopy by taking advantages of cellular autofluorescence and labeling of living cells using specific fluorescent organelles probes.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Ultrastructural characterization of <italic>P. tricornutum</italic> Pt3 morphotypes. Transmission Electron micrographs of <italic>P</italic>. <italic>tricornutum</italic> Pt3 cell morphotypes. Overview of the cells embedded in LRW resin with 0.5% uranyl acetate in a methanol/Reynold&#x2019;s lead citrate solution. <bold>(A)</bold> Fusiform morphotype; <bold>(B)</bold> Oval morphotype, and <bold>(C)</bold> Triradiate morphotype. <bold>(D)</bold> Enlarge view showing cellular distribution organelles in triradiate morphotype. chl: plastid; f: frustule; g: Golgi apparatus; m: mitochondria; n: nucleus; vsl: vesicle; v: vacuole;. Bars, 1 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Spectral Characterization of Plastid Autofluorescence in Pt3 Cells</title>
<p>Living <italic>P. tricornutum</italic> cells contain a single and large autofluorescent plastid whose shape is related to the cell organization of each morphotype. In fusiform cells, the organelle is central and presents an elongated aspect (<xref ref-type="fig" rid="F2">Figure 2A</xref>) while in triradiate cells, the plastid is located in a central position and is extended in the initial part of the three distal arms (<xref ref-type="fig" rid="F2">Figure 2C</xref>). In oval cells, the ovoid plastid occupies a large portion of the cell volume (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Thanks to the supercontinuum laser and the Lambda Square mode for signal detection, simultaneous 1P excitation (&#x039B;) and emission (&#x03BB;) spectra were obtained for plastid autofluorescence in living cells at room temperature. As described in the Materials and Methods section, the two-dimensional scanning with automatic variations of excitation (&#x039B;, from 470 to 670 nm, 2 nm step) and emission (&#x03BB;, from 490 to 800 nm, 10 nm band) is particularly appropriate to define robust fluorescence imaging settings for multi-labeling experiments. In contrast, this approach will not allow the discrimination of individual pigments i.e., within excitation profile that requires a single emission wavelength at very low temperature as proposed by <xref ref-type="bibr" rid="B36">Lamote et al. (2003)</xref>. In the current study, three major peaks of excitation around 490, 555, and 620 nm are observed for all three morphotypes (<xref ref-type="fig" rid="F2">Figure 2D</xref>). It is assumed that carotenoids are excited at 490 nm, fucoxanthin at 555 nm while chlorophyll <italic>c</italic> presents a major peak of excitation around 620 nm (<xref ref-type="bibr" rid="B36">Lamote et al., 2003</xref>, <xref ref-type="bibr" rid="B74">Veith and B&#x00FC;hel, 2007</xref>). In addition, a slight excitation of chlorophyll <italic>a/c</italic> with a 490-nm laser cannot completely be ruled out. The fusiform morphotype presents an additional shoulder in its excitation profile above 660 nm. For emission, a major 130 nm-band (full width at half maximum) between 660 and 730 nm with a maximum at 685 nm could be detected and attributed to the light energy collecting complex of photosystem II (PSII) as previously proposed for <italic>Fucus serratus</italic> 8 h-old embryos when excited at 440 nm (<xref ref-type="bibr" rid="B36">Lamote et al., 2003</xref>). These results are also consistent with previous data demonstrated that some fucoxanthin chlorophyll <italic>a</italic>/<italic>c</italic> proteins of <italic>P. tricornutum</italic> cells as components of PSII (<xref ref-type="bibr" rid="B38">Levitan et al., 2019</xref>) emitted at 683 nm when excited by single laser lines at 473 or 532 nm (<xref ref-type="bibr" rid="B54">Premvardhan et al., 2013</xref>). In addition to the major emission peak, two additional shoulders around 630 and 720 nm, respectively, are observed for oval and triradiate morphotypes. The shoulder at 630 nm might reflect that chlorophyll <italic>c</italic> is not integrated within the PSII complex whereas the one at 720 mn suggests that the ratio of PSI/PSII and/or content of lhcf15 could be higher in the oval and triradiate morphotype compare to the fusiform one (<xref ref-type="bibr" rid="B36">Lamote et al., 2003</xref>; <xref ref-type="bibr" rid="B32">Herbstov&#x00E1; et al., 2017</xref>). Whether the latest is related to enhanced energy transfer mechanisms, to an increase in PSI complex or in lhcf15 deserve further investigations. The emission at 720 nm might also be the result of stress conditions (<xref ref-type="bibr" rid="B54">Premvardhan et al., 2013</xref>), which is coherent with the fact that oval cells are preponderant under unfavorable growth conditions (<xref ref-type="bibr" rid="B16">De Martino et al., 2007</xref>, <xref ref-type="bibr" rid="B15">2011</xref>). <italic>P. tricornutum</italic> genome encodes 42 predicted light-harvesting complex (LHC) or fucoxanthin chlorophyll <italic>a</italic>/<italic>c</italic> proteins (<xref ref-type="bibr" rid="B18">Depauw et al., 2012</xref>; <xref ref-type="bibr" rid="B52">Nymark et al., 2013</xref>; <xref ref-type="bibr" rid="B38">Levitan et al., 2019</xref>).<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> Among them, transcriptomic analysis revealed that some genes like Phatr3_J32294 (lhcr8; UniProt: B7FQS0), Phatr3_J10243 (lhcr9; UniProt: B5Y4K0), Phatr3_J30643 and Phatr3_J29266 (lhcf6; UniProt: B7G5S7), Phatr3_J30031 (lhcf9; UniProt: B7G955), Phatr3_J18049 (lhcf1; UniProt: B7FRW5), and Phatr3_J25172 (lhcf2; UniProt: B7FRW4) are differentially overexpressed in the oval morphotype when compared to the fusiform and triradiate ones (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). Expression of genes like Phatr3_J46529 encoding extrinsic protein in Photosytem II (UniProt: B7G1J1), Phatr3_J11006, and Phatr3_J42519 encoding lhcr1 (UniProt: B7FUM6) and fucoxanthin chlorophyll binding protein related (UniProt: B7FRK1), respectively, are also up-regulated in the oval cells compared to the fusiform and triradiate morphotypes. Accumulation of fucoxanthin had already been described in <italic>P. tricornutum</italic> under low light intensities and depending of the culture conditions (<xref ref-type="bibr" rid="B24">G&#x00F3;mez-Loredo et al., 2016</xref>; <xref ref-type="bibr" rid="B47">McClure et al., 2018</xref>). Moreover, in diatoms, chlorophyll <italic>a</italic> fluorescence could change as a result of external stimulants or growth phase (<xref ref-type="bibr" rid="B35">Kuczynska et al., 2015</xref>) and autofluorescence spectral characteristics can therefore be considered as a &#x201C;health indicator&#x201D; during biotechnological applications. Fluorescence Life-time Imaging Microscopy (FLIM) might be further considered to discriminate autofluorescence components and variations as previously proposed by <xref ref-type="bibr" rid="B35">Kuczynska et al. (2015)</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Localization and spectral characterization of plastid autofluorescence in living <italic>P. tricornutum</italic> Pt3 morphotypes through confocal microscopy. Merged images (transmitted light and confocal microscopy) illustrating the shape and the localization of autofluorescent plastid in oval <bold>(A)</bold>, fusiform <bold>(B)</bold>, and triradiate <bold>(C)</bold> morphotype. <bold>(D)</bold> Excitation/emission spectra of plastid autofluorescence were obtained with a supercontinuum laser source through &#x039B;&#x03BB;-scan microscopy (<italic>n</italic> = 25). Excitation spectra are represented by gray lines. Emission spectra are represented by black lines. Dashed lines: oval cells; solid lines, fusiform cells; dotted lines: triradiate cells.</p></caption>
<graphic xlink:href="fpls-12-638181-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Localization of Nucleic Acids Materials in Pt3 Cells</title>
<p>Since <italic>P. tricornutum</italic> plastid autofluorescence exhibits complex spectra for excitation and emission with multiple peaks or shoulders. Simultaneous detection of autofluorescence and other labeling were performed with green light emitting markers only. In addition, similar simultaneous 1P excitation (&#x039B;) and emission (&#x03BB;) approach was replicated, at least with a DNA/RNA green fluorescent marker named Syto 21 (excitation/emission 494/517 nm), to determine robust spectral configuration for simultaneous fluorescent detection. Similar peaks of excitation at 490, 550, and 620 nm were obtained. Interestingly, the 490 nm-peak, also described as an excitation wavelength for Syto 21, becomes predominant (<xref ref-type="fig" rid="F3">Figure 3A</xref>). As expected, autofluorescence emission peaks at 685 and 720 nm were detected but an additional large band of emission from 510 to 600 nm was observed for Syto 21 (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Consequently, single excitation at 490 nm and sequential detection between 520&#x2013;560 nm and 640&#x2013;720 nm were used for Syto 21 and autofluorescence, respectively. In these conditions, a central rounded nucleus is observed next to the plastid in all three Pt3 morphotypes (<xref ref-type="fig" rid="F3">Figures 3B,D,F</xref>) as previously described for other strains (<xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>; <xref ref-type="bibr" rid="B64">Siaut et al., 2007</xref>; <xref ref-type="bibr" rid="B68">Tanaka et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Flori et al., 2017</xref>). In addition to nuclear staining, Syto 21-positive materials were also detected around the plastid. In particular, punctiform and sparse Syto 21-positive elements were distributed close to the plastid in oval cells (<xref ref-type="fig" rid="F3">Figure 3C</xref>). In fusiform cell, Syto 21-labeling finely delimits the plastid (<xref ref-type="fig" rid="F3">Figure 3E</xref>) while staining in triradiate cells was a mix of oval and fusiform ones with both punctiform elements and plastid outlining (<xref ref-type="fig" rid="F3">Figure 3G</xref>). Since Syto 21 recognizes both DNA and RNA, extra-nucleus labeling may represent either endoplasmic reticulum (ER) and/or mitochondrial DNA. This is in agreement with the fact that the nuclear envelop has been described to be part of the ER surrounding the plastid (<xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>). Moreover, when ER specific proteins like SEC61 subunit or the hDER 1, a central component of the ERAD machinery, were expressed in <italic>P. tricornutum</italic> as eGFP fusion proteins, their localization highlight the ER, the nuclear envelope as well as the outermost membrane of the complex plastid (<xref ref-type="bibr" rid="B40">Liu et al., 2016</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Localization of nucleic acids in living <italic>P. tricornum</italic> Pt3 morphotypes. <bold>(A)</bold> Spectral characterization (&#x039B;&#x03BB;-scan microscopy) for single excitation and double emission settings in Syto 21-labeled and autofluorescent choloroplast-containing cells (<italic>n</italic> = 20). Excitation spectra are represented by gray lines. Emission spectra are represented by black lines. Dashed lines: oval cells; solid lines, fusiform cells; dotted lines: triradiate cells. <bold>(B,D,F)</bold> Localization of DNA/RNA in Pt3 morphotypes after staining with Syto 21. <bold>(C,E,G)</bold> Combination of Syto 21 images with plastid autofluorescence. Bars, 1 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Localization of Mitochondria in Pt3 Cells</title>
<p>Mitochondria distribution in living <italic>P. tricornutum</italic> cells was studied with the Mitotracker Green probe as previously used for labeling fusiform cells in <xref ref-type="bibr" rid="B40">Liu et al. (2016)</xref>. In all morphotypes, a moderate to intense Mitotracker Green positive signal delimits the outline of the plastid (<xref ref-type="fig" rid="F4">Figure 4A,B,D,E,G,H</xref>). This is in agreement with transmission electron micrographs where tubular mitochondria can be observed close to the plastid in the oval (<xref ref-type="fig" rid="F4">Figure 4C</xref>), fusiform (<xref ref-type="fig" rid="F4">Figure 4F</xref>), and triradiate cells (<xref ref-type="fig" rid="F4">Figure 4I</xref>). Similarly, transgenic <italic>P. tricornutum</italic> Pt1 expressing mitochondrial targeting glutamine synthetase III fusion protein displayed eYFP signal that surrounded the plastid (<xref ref-type="bibr" rid="B64">Siaut et al., 2007</xref>). Expression of a mitochondrion marker like a subunit of the glycine decarboxylase complex as an eGFP-fusion protein resulted in a fluorescence pattern near the complex plastid in the fusiform cells (<xref ref-type="bibr" rid="B40">Liu et al., 2016</xref>). Moreover, in <italic>P. tricornutum</italic> Pt1 fusiform cells, a continuous network of mitochondria sitting on the plastid is also clearly described through focused ion beam-scanning electron microscopy (<xref ref-type="bibr" rid="B4">Bailleul et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Flori et al., 2017</xref>, <xref ref-type="bibr" rid="B70">Uwizeye et al., 2020</xref>). Such physical contacts between the two organelles may possibly facilitate exchange of energy. In this study, Mitotracker Green-staining was also widely detected in the cytoplasm of the Pt3 cells generally close to the plastid but also within distal arms of fusiform and triradiate morphotypes as peripheral spots (white arrows) (<xref ref-type="fig" rid="F4">Figures 4A,G</xref>). Similar elongated branched mitochondrion is also described in fusiform Pt1 cells during interphase (<xref ref-type="bibr" rid="B68">Tanaka et al., 2015</xref>) or in tomograms of Pt1 (<xref ref-type="bibr" rid="B70">Uwizeye et al., 2020</xref>). Intriguingly, incubation with Mitotracker Green also induced a fluorescence signal along the plasma membrane of oval, fusiform and triradiate cells, suggesting numerous elongated mitochondria at the cell periphery as confirmed by the TEM observation (<xref ref-type="fig" rid="F4">Figures 4C,F,I</xref>). Mitotracker Green was chosen in this study for spectral considerations but differential distribution of mitochondria may be noted with different fluorescent Mitotrackers (<xref ref-type="bibr" rid="B23">Galas et al., 2018</xref>). In particular, fluorescence of the Mitotracker Orange and Red probes is dependent of mitochondrial potential while Mitotracker Green is not. Therefore, activity of mitochondria observed close to the plasma membrane as shown in electron micrographs (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F4">4</xref>), might be different compared to others observed at the vicinity of plastids. Alternatively, abnormal adsorption of Mitotracker Green on the frustule cannot be completely ruled out since no labeling for nucleic acids belonging to the mitochondrial genome was observed in this area.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Localization of mitochondria in living <italic>P. tricornutum</italic> Pt3 morphotypes. <bold>(A,D,G)</bold> Localization of mitochondria in Pt3 morphotypes in living cells after staining with Mitotracker Green in the fusiform morphotype <bold>(A)</bold>, oval morphotype <bold>(D)</bold>, and triradiate morphotype <bold>(G)</bold>. White arrows indicate peripheral spots of Mitotracker Green staining. <bold>(B,E,H)</bold> Combination of Mitotracker Green images with plastid autofluorescence in the three Pt3 morphotypes. Enlarged views of tubular mitochondria on Transmission Electron micrograph of each morphotype <bold>(C,F,I)</bold>. chl: plastid; m: mitochondria. Bars, 1 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g004.tif"/>
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</sec>
<sec id="S3.SS5">
<title>Localization of Lipid Bodies in Pt3 Cells</title>
<p><italic>Phaeodactylum tricornutum</italic> microalgae synthesize and store neutral lipids mainly triglycerides in lipid bodies also called lipid droplets (<xref ref-type="bibr" rid="B77">Wong and Franz, 2013</xref>; <xref ref-type="bibr" rid="B41">Lupette et al., 2019</xref>). The distribution of lipid droplets was studied in living <italic>P. tricornutum</italic> Pt3 cells using Bodipy 505/515, which has a small fluorescence Stokes shift and high fluorescence quantum yield for lipids. At this stage of Pt3 culture (day 8), lipid bodies are spherical (<xref ref-type="fig" rid="F5">Figure 5</xref>). This contrasts to previous observation of <italic>P. tricornutum</italic> aging culture in which lipid bodies appear as single or double large ovoid lipid droplets (<xref ref-type="bibr" rid="B77">Wong and Franz, 2013</xref>). This depends on growth conditions and carbon availability. In this work, small lipid droplets were generally distributed close to the plastid in living oval cells (<xref ref-type="fig" rid="F5">Figure 5B</xref>). In contrast, bigger and more numerous lipid bodies were detected in the fusiform and triradiate cells (<xref ref-type="fig" rid="F5">Figures 5C,D</xref>). This agrees with a previous report that described lipid droplets in contact with chloroplast (<xref ref-type="bibr" rid="B41">Lupette et al., 2019</xref>). The lipid bodies were observed in the distal arms of living fusiform cells as middle size lipid organelles (<xref ref-type="fig" rid="F5">Figure 5A</xref>), whereas living triradiate cells contained lipid bodies around the plastid and in distal arms with a large size scale from punctiform to large droplets (<xref ref-type="fig" rid="F5">Figure 5C</xref>). In Pt3 cells, lipid bodies are delimited by a ring (white arrows). Previous studies indicate that in <italic>P. tricornutum</italic>, droplets tend to fuse leading to a restricted number of large lipid bodies while in <italic>Tetraselmis suecia</italic> new lipid bodies are synthetized (<xref ref-type="bibr" rid="B77">Wong and Franz, 2013</xref>). A possible merge between two lipid droplets is indicated by an orange arrow in <xref ref-type="fig" rid="F5">Figure 5C</xref>. From this work, it appears that the Pt3 triradiate cells seems to possess bigger neutral lipids droplets. Interestingly, an additional cruciform morphotype of <italic>P. tricornutum</italic> resulting from triradiate cells transformation with low temperature culture conditions presented a unique fatty acids characteristics suitable for biodiesel production (<xref ref-type="bibr" rid="B27">He et al., 2014</xref>). In 2020, <xref ref-type="bibr" rid="B66">Song et al. (2020)</xref> observed more and larger lipid bodies in Pt1 and Pt4 fusiform cells over time compared to oval cells. This implies higher neutral lipid accumulation in the fusiform cells from these <italic>P. tricornutum</italic> strains (<xref ref-type="bibr" rid="B66">Song et al., 2020</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Localization of lipid droplets in living <italic>P. tricornutum</italic> Pt3 morphotypes. <bold>(A&#x2013;C)</bold> Localization of lipid bodies in Pt3 morphotypes after staining with Bodipy 505/515. Combination of Bodipy 505/515 images with plastid autofluorescence. White arrows indicate lipid bodies with very clear outer ring. Orange arrow illustrate fusion between two lipid bodies. Bars, 1 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>Comparison of the Secretory Potential of Pt3 Fusiform, Oval and Triradiate Morphotypes</title>
<p>In diatoms, the molecular mechanisms underlying the release of vesicles including silica deposition vesicles for generation of the silicified frustule (<xref ref-type="bibr" rid="B64">Siaut et al., 2007</xref>) or antibody/protein-containing vesicles (<xref ref-type="bibr" rid="B28">Hempel et al., 2011</xref>, <xref ref-type="bibr" rid="B31">2017</xref>; <xref ref-type="bibr" rid="B71">Vanier et al., 2015</xref>, <xref ref-type="bibr" rid="B72">2018</xref>), are not yet understood and rarely investigated (<xref ref-type="bibr" rid="B20">Erdene-Ochir et al., 2019</xref>). In particular, the involvement of cytoskeleton elements in the context of the secretory pathway is poorly described. In this study, the localization of F-actin was determined in fixed permeabilized <italic>P. tricornutum</italic> cells with Alexa 488-Phalloidin. In all three morphotypes, an intense Alexa 488-phalloidin positive signal delimits the outline of the cell indicating the existence of an actin cortex under the plasma membrane (<xref ref-type="fig" rid="F6">Figure 6</xref>). Cortical labeling for Syntaxin-A and Sec4 was also observed in Pt1 fusiform cells, suggesting the existence of regulated mechanisms of vesicle fusion and secretion in <italic>P. tricornutum</italic> (<xref ref-type="bibr" rid="B64">Siaut et al., 2007</xref>; <xref ref-type="bibr" rid="B15">De Martino et al., 2011</xref>). An actin network with a faint fluorescent signal was detected in the cytoplasm of fusiform, oval and triradiate cells (<xref ref-type="fig" rid="F6">Figure 6</xref>) suggesting a role of actin in vesicular trafficking together with small GTPase such as SEC4 (<xref ref-type="bibr" rid="B64">Siaut et al., 2007</xref>; <xref ref-type="bibr" rid="B15">De Martino et al., 2011</xref>). In addition, re-analysis of whole transcriptomic dataset from <xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref> reveals that genes encoding components of the actin network like Phatr3_J44183 encoding the actin cortical patch component lsb4 (UniProt: B5Y5L8) is down-regulated (&#x2212;1.5 fold) whereas Phatr3_J9601 encoding F-actin capping protein subunit &#x03B2; (UniProt: B7FPL9) and Phatr3_J35252 encoding F-actin capping protein (UniProt: B7FXZ8) are up-regulated in the oval morphotype compared to the fusiform and triradiate ones (+1.1 and +1.7 fold, respectively). Other genes encoding for molecular actors associated to actin like Phatr3_J20837 encoding the actin-related protein 4 (no UniProt number available), Phatr3_J48922 encoding condensin complex subunit 3 (UniProt: B7G8V9), genes encoding myosin proteins (Phatr3_EG02335, UniProt: C6JVY2; Phatr3_J52058, UniProt: C6JVY4; Phatr3_J432, UniProt: C6JVY6) are also down-regulated in the oval cells. In contrast, Phatr3_J45476 encoding villin-3-like isoform x1 (UniProt: B7FXU1), Phatr3_J53980 encoding the gelsolin-like protein 2-like (UniProt: B7FPI9), Phatr3_EG02110, UniProt: C6JVY3; Phatr3_EG02422, UniProt: C6JVY5; Phatr3_EG0237 (UniProt: C6JVY7), and Phatr3_J25867 (UniProt: C6JVY8) encoding proteins from the myosin complex and gene encoding the cofilin tropomyosin-type actin-binding protein (Phatr3_EG00210) are up-regulated in the oval cells (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). More experimental work will be needed in the future to decipher the secretion mechanism in <italic>P. tricornutum</italic>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Localization of actin in fixed <italic>P. tricornutum</italic> Pt3 morphotypes. <bold>(A&#x2013;C)</bold> Localization of F-actin in Pt3 morphotypes after staining with Alexa 488-coupled phalloidin. Bars, 1 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g006.tif"/>
</fig>
<p>Despite extensive efforts through immunocytochemistry or silicon rhodamine probe strategies (<xref ref-type="bibr" rid="B23">Galas et al., 2018</xref>), we never manage to observe microtubules in <italic>P. tricornutum</italic> as similarly mentioned by <xref ref-type="bibr" rid="B68">Tanaka et al. (2015)</xref>. This contrast with previous report claiming the observation of microtubules near the nucleus during division of <italic>P. tricornutum</italic> (<xref ref-type="bibr" rid="B7">Borowitzka and Volcani, 1978</xref>), <italic>Coscinodiscus granii</italic> and <italic>Entomoneis alata</italic> (<xref ref-type="bibr" rid="B69">Tesson and Hildebrand, 2010</xref>). When comparing whole transcriptomes of oval versus fusiform or triradiate cells, only Phatr3_J44333 encoding the gamma-tubulin complex component 3, Phatr3_J17048 encoding the tubulin-specific chaperone a (Uniprot: B7GEH7), and Phatr3_J37751 encoding the tubulin-tyrosine ligase (Uniprot: B7G3N2) have been identified to be slightly overexpressed (between 1.7- and 2.9-fold, respectively) in the oval cells (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). In contrast, many proteins from the kinesin complex and other proteins, which are known to move along or to be associated with the microtubules (<xref ref-type="supplementary-material" rid="ST1">Supplementary Table 1</xref>) are differentially expressed in the oval cells (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). Further investigations need to be performed in order to evaluate whether tubulin components participate to the vesicle trafficking and release in <italic>P. tricornutum</italic>.</p>
<p>So far, <italic>P. tricornutum</italic> cells are known to secrete adhesive mucilage also called exopolymeric substances or EPS. EPS secretion occurs from the GB region in the oval cells. EPS are excreted by the three morphotypes of <italic>P. tricornutum</italic> but significant variations have been observed in the EPS composition, especially between the fusiform and oval cells (<xref ref-type="bibr" rid="B75">Willis et al., 2013</xref>). Moreover, secretion of extracellular components like laminarine, elastin, fibronectin, mucin, tenascin have been suggested (<xref ref-type="bibr" rid="B61">Scala et al., 2002</xref>; <xref ref-type="bibr" rid="B59">Sapriel et al., 2009</xref>). In addition, the capacity of <italic>P. tricornutum</italic> to secrete proteins was highlighted toward proteomic analyses of the culture media. Such analyses allowed the identification of the most abundant proteins, 36 proteins in <xref ref-type="bibr" rid="B10">Buhmann et al. (2016)</xref> and 468 proteins in <xref ref-type="bibr" rid="B20">Erdene-Ochir et al. (2019)</xref>, respectively. Among the secreted proteins in the culture medium of <italic>P. tricornutum</italic> cells, the &#x201C;highly abundant secreted protein 1&#x201D; (HASP1; Uniprot: B7G4A0) also called phosphate alkaline was confirmed by LC-MS/MS (<xref ref-type="bibr" rid="B10">Buhmann et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Erdene-Ochir et al., 2019</xref>). The HASP1 signal peptide drives the entry of protein into the secretory pathway (<xref ref-type="bibr" rid="B20">Erdene-Ochir et al., 2019</xref>). Moreover, when the recombinant mAb directed against the hepatitis B was expressed in <italic>P. tricornutum</italic> cells, the human signal peptide from both the heavy and light chains were cleaved off in the diatom cells suggesting that they used a signal peptide peptidase mechanism that is similar to the one occurring in other eukaryotes (<xref ref-type="bibr" rid="B71">Vanier et al., 2015</xref>). All the past studies were performed on the fusiform cells independently of the morphotype of the <italic>P. tricornutum</italic> cells. In this work, we checked on previous transcriptomic dataset regarding the comparative mRNA expression between oval and fusiform and triradiate morphotypes, respectively by looking at the putative signal peptidases involved in the removal of the signal peptides (<xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). This search allows the identification of Phatr3_J18533, Phatr3_J51280, Phatr3_J15399 and Phatr3_J13921 genes encoding respectively four signal peptidases (Uniprot: B5Y4T0; B7GDX7, B7G8T6, B7G343) that are overexpressed between 2.6- to 4.2-fold when comparing the oval versus fusiform and triradiate cells, thus suggesting that the oval cells present higher secretion capacity. Phatr3_J44439 gene encoding the signal recognition particle 19kDa protein (Uniprot: B7FU41) is also overexpressed 3.5 fold in the oval cells as compared to the fusiform and triradiate cells. In contrast, signal recognition particle proteins like the one encoded by Phatr3_EG02041 gene, the SRP54 encoded by Phatr3_J13417 gene (Uniprot: B5Y444) and the signal recognition particle 72 kDa protein encoded by Phatr3_J48508 gene (Uniprot: B7G7I1) are slightly down-regulated (less than 2 fold; <xref ref-type="bibr" rid="B53">Ovide et al., 2018</xref>). In addition, Phatr3_J47612 gene encoding the HASP1 protein (Uniprot: B7G4A0) is up regulated more than 4 fold in the oval cells compared to the fusiform and triradiate cells. In this context, in order to compare the kinetics of protein secretion of the three morphotypes, the spontaneous protein release in the culture medium of each morphotype was followed over a culture period of 8 days using SDS-PAGE (<xref ref-type="fig" rid="F7">Figure 7</xref> and <xref ref-type="supplementary-material" rid="SD1">Supplementary Figure 1</xref>). Such analysis highlights different kinetics of protein release between Pt3 cells. Indeed, the fusiform cells secreted proteins rather constantly (<xref ref-type="fig" rid="F7">Figure 7A</xref>). In contrast, within the first 4 days, oval cells released more than 80% of their proteins while triradiate cells secreted only 38% (<xref ref-type="fig" rid="F7">Figures 7B,C</xref>). In addition, triradiate cells increased regularly their secretory activity over the 8-days period (<xref ref-type="fig" rid="F7">Figure 7C</xref>). Taken together, these data suggest differences in secretory kinetics between Pt3 cells. Oval cells are able to release rapidly a higher amount of proteins, fusiform cells present a constant secretory activity at a mid-level while triradiate cells release progressively proteins over time from low-level to mid-level. Such results are complementary to recent findings published by <xref ref-type="bibr" rid="B66">Song et al. (2020)</xref> that quantified higher protein content in oval cell cultures than in fusiform cell cultures for both Pt1 and Pt4 strains of <italic>P. tricornutum</italic>. In addition, as previously reported in <xref ref-type="bibr" rid="B53">Ovide et al. (2018)</xref>, RNA-Seq transcriptomic analysis performed on the three morphotypes of <italic>P. tricornutum</italic> Pt3 strain highlighted, in the oval morphotype, overexpression of genes encoding proteins involved in vesicular transports like the SAR1, a GTPase found in COP II vesicles; BET1 a Golgi vesicular transport from the ER to the Golgi complex; the SNARE SEC22 and the syntaxin 6, which displays important role in protein trafficking between the <italic>trans-</italic>Golgi network and the endosomal system. In this study, other genes encoding proteins involved in vesicular trafficking are observed to be up and down-regulated in the oval morphotype (<xref ref-type="supplementary-material" rid="ST2">Supplementary Table 2</xref>). This includes genes encoding Clathrin-heavy chain (Phatr3_EG01984, UniProt: B7G4Y3), COP I (Phatr3_J49956, UniProt: B7GCF6) and COP II (Phatr3_J49955, UniProt: B7GCF; Phatr3_J47710, UniProt: B7G4M2) that are down-regulated. Several genes encoding ARF and RAB-related proteins have been identified to be down- or up-regulated suggesting a fine-tune regulation of the secretion in the oval cells (<xref ref-type="supplementary-material" rid="ST2">Supplementary Table 2</xref>). Interestingly, genes encoding coatomers like Phatr3_J19093 gene that encodes the coatomer subunit epsilon (Uniprot: B7FUJ7) and Phatr3_J7018 gene that encode the coatomer subunit zeta-1 (Uniprot: B7G7H3) are up-regulated in the oval cells. These coatomers might be involved in the retrograde vesicle-mediated transport from Golgi apparatus to ER. Such results might be confirmed experimentally in future studies.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Kinetics of protein release by the three morphotypes of <italic>P. tricornutum</italic> Pt3 strain over a 8 days period of culture. The proteins present in the culture medium of fusiform <bold>(A)</bold>, oval <bold>(B)</bold>, and triradiate <bold>(C)</bold> were separated by SDS-PAGE. Proteins in the gel were labeled with silver staining. Relative quantification of stained proteins were performed with ImageJ.</p></caption>
<graphic xlink:href="fpls-12-638181-g007.tif"/>
</fig>
<p>As far as we know from the literature, the mechanisms of protein release in <italic>P. tricornutum</italic> cells has not been studied in details yet. Imaging oval cell at subcellular levels revealed frustule opening valves (thick arrow) that might be involved in the secretory process (<xref ref-type="fig" rid="F8">Figure 8A</xref>). In particular, a number of electron-dense vesicles are accumulated in the interspace between the plasma membrane and the frustule (<xref ref-type="fig" rid="F8">Figure 8B</xref>). Despite reduced cell volume, oval cells seem to be very active concerning secretion (<xref ref-type="fig" rid="F8">Figure 8C</xref>). In the future, functional studies will be necessary to depict the complete transport mechanisms of proteins in the three morphotypes of <italic>P. tricornutum</italic> and the dynamics of protein release. This is of particular interest as <italic>P. tricornutum</italic> has been used recently to produce recombinant monoclonal antibodies. However, the production yield is insufficient to envision any industrial commercialization. Thus, gaining comprehension of <italic>P. tricornutum</italic> cellular and metabolism processes would be helpful in the future to maximize the use of <italic>P. tricornutum</italic> as a green alternative cell biofactory. The results presented in this study suggests that using oval cells for the production of biopharmaceutical proteins might be helpful to improve the production yield. In addition, characterizing the secretory pathways by which proteins such as recombinant mAbs are released would be of particular interest in this blue biotech context.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Ultrastructural characterization of the release site of secretory vesicles in <italic>P. tricornutum</italic> oval morphotype. Transmission Electron micrographs of Pt3 <italic>Phaeodactylum tricornutum</italic> oval morphotype illustrating the secretion through vesicles. <bold>(A)</bold> Whole view of the oval cell. <bold>(B)</bold> Magnification in the interspace between the plasma membrane and the frustule where secretory vesicles are accumulated. <bold>(C)</bold> Secretory vesicles nearby the girdle band. chl: plastid; GB: girdle band; m: mitochondria; n: nucleus; pm: plasma membrane; f: frustule; vsl: secretory vesicles v: vacuole. Bars, 0.2 &#x03BC;m.</p></caption>
<graphic xlink:href="fpls-12-638181-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="S4">
<title>Conclusion</title>
<p>The work described herein revealed characteristics of cellular organelles, cytoskeleton and protein secretion in the three main morphotypes of <italic>P. tricornutum</italic> Pt3 fusiform, oval and triradiate.</p>
<p>The three morphotypes share similarities including spectral characteristics of the plastid, the location of the nucleus, the organization of mitochondria around the plastid as well as the existence of both a F-actin cortex and an intracellular network of F-actin. In contrast, the oval cell, which is the smallest Pt3 morphotype, presents a thick frustule and a plastid occupying a large cell volume. As compare to fusiform and triradiate cells, oval cells release spontaneously proteins more rapidly. In addition, comparison of whole transcriptomes of oval versus fusiform or triradiate cells revealed numerous differential expression of positive and negative regulators belonging to the complex dynamic secretory machinery. Since such processes are mostly regulated at the protein level, future proteomic analyses is required to gain informations regarding the fine regulation of secretion in the three Pt3 morphotypes.</p>
<p>This study highlights the specificities occurring within the oval morphotype confirming that the oval cells secrete more rapidly proteins. Thus, in the future, using oval cells for the production of biopharmaceutical proteins might be helpful to improve the production yield. Indeed, due to easy transformation procedure, <italic>P. tricornutum</italic> fusiform cells are currently used to produce recombinant mAbs directed against viruses. However, the production yield of the secreted recombinant mAbs is still low (2 mg L<sup>&#x2013;1</sup>) and insufficient to envision an industrial commercialization (<xref ref-type="bibr" rid="B29">Hempel and Maier, 2012</xref>). In addition, characterizing the secretory pathway(s) by which proteins such as recombinant mAbs are released would be of particular interest and will help maximizing the future use of <italic>P. tricornutum</italic> as a green alternative cell biofactory.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="ST1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>LG, MBa, and CB: concept and design of the research and writing of the manuscript. LG, CB, DS, SB, and MB&#x00E9;: experimental work. LG, MBa, CB, MR, DS, and MB&#x00E9;: data analysis and interpretation. All authors have read, corrected, and agreed on the content of the manuscript prior to its submission.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> The authors are grateful for financial support from the IUF (Institut Universitaire de France Junior 2014-2019); the European Union&#x2019;s Horizon 2020 Research and Innovation programme under the Grant Agreement 774078 (Pharma-Factory); the European Regional Development Fund (ERDF&#x2014;PACT-CBS); the Region Normandie through the Normandy Plant Technologies (NPT) project; and the University of Rouen Normandie (UNIROUEN), INSERM, IRIB, Normandie University, IBiSA.</p>
</fn>
</fn-group>
<ack>
<p>We thank Prof. J.-C. Mollet and Dr. I. Boulogne, coordinators of the Normandy Plant Technologies (NPT) project financed by the Region Normandie for their support.</p>
</ack>
<sec id="S9" sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2021.638181/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2021.638181/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_2.XLSX" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"></supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.DOCX" id="SD1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"></supplementary-material>
</sec>
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