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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1349322</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>Differential acclimation kinetics of the two forms of type IV chromatic acclimaters occurring in marine <italic>Synechococcus</italic> cyanobacteria</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Dufour</surname>
<given-names>Louison</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2651873/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Garczarek</surname>
<given-names>Laurence</given-names>
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<surname>Gouriou</surname>
<given-names>Bastian</given-names>
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<contrib contrib-type="author">
<name>
<surname>Clairet</surname>
<given-names>Julia</given-names>
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<contrib contrib-type="author">
<name>
<surname>Ratin</surname>
<given-names>Morgane</given-names>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Partensky</surname>
<given-names>Fr&#x00E9;d&#x00E9;ric</given-names>
</name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff><institution>Sorbonne Universit&#x00E9;, CNRS, UMR 7144 Adaptation and Diversity in the Marine Environment (AD2M), Station Biologique de Roscoff (SBR)</institution>, <addr-line>Roscoff</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Beatriz Roncero Ramos, Sevilla University, Spain</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Yuu Hirose, Toyohashi University of Technology, Japan</p>
<p>Lisa Wiltbank, Weber State University, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Fr&#x00E9;d&#x00E9;ric Partensky, <email>frederic.partensky@sb-roscoff.fr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1349322</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Dufour, Garczarek, Gouriou, Clairet, Ratin and Partensky.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Dufour, Garczarek, Gouriou, Clairet, Ratin and Partensky</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><italic>Synechococcus</italic>, the second most abundant marine phytoplanktonic organism, displays the widest variety of pigment content of all marine oxyphototrophs, explaining its ability to colonize all spectral niches occurring in the upper lit layer of oceans. Seven <italic>Synechococcus</italic> pigment types (PTs) have been described so far based on the phycobiliprotein composition and chromophorylation of their light-harvesting complexes, called phycobilisomes. The most elaborate and abundant PT (3d) in the open ocean consists of cells capable of type IV chromatic acclimation (CA4), i.e., to reversibly modify the ratio of the blue light-absorbing phycourobilin (PUB) to the green light-absorbing phycoerythrobilin (PEB) in phycobilisome rods to match the ambient light color. Two genetically distinct types of chromatic acclimaters, so-called PTs 3dA and 3dB, occur at similar global abundance in the ocean, but the precise physiological differences between these two types and the reasons for their complementary niche partitioning in the field remain obscure. Here, photoacclimation experiments in different mixes of blue and green light of representatives of these two PTs demonstrated that they differ by the ratio of blue-to-green light required to trigger the CA4 process. Furthermore, shift experiments between 100% blue and 100% green light, and <italic>vice-versa</italic>, revealed significant discrepancies between the acclimation pace of the two types of chromatic acclimaters. This study provides novel insights into the finely tuned adaptation mechanisms used by <italic>Synechococcus</italic> cells to colonize the whole underwater light field.</p>
</abstract>
<kwd-group>
<kwd>marine picocyanobacteria</kwd>
<kwd><italic>Synechococcus</italic></kwd>
<kwd>chromatic acclimation</kwd>
<kwd>spectral niche</kwd>
<kwd>phycobilisome</kwd>
<kwd>comparative physiology</kwd>
</kwd-group>
<contract-num rid="cn1">ANR-19-CE02-0019</contract-num>
<contract-sponsor id="cn1">French &#x201C;Agence Nationale de la Recherche&#x201D; Program EFFICACY</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="12"/>
<word-count count="7365"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Aquatic Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Phytoplanktonic cells have an obligate requirement for light to perform photosynthesis. Yet in the marine environment, this energy source is highly variable quantitatively and qualitatively with depth but also along coast-offshore gradients, leaving aside daily oscillations (<xref ref-type="bibr" rid="ref20">Kirk, 1994</xref>; <xref ref-type="bibr" rid="ref16">Holtrop et al., 2021</xref>). This variability has triggered an extensive structural and pigment diversification of phytoplankton light-harvesting antennae, which enable cells to considerably enhance the wavelength range they can collect and therefore the number of photons reaching photosystems. Despite their apparent simplicity compared to algae and higher plants, cyanobacteria possess the most elaborated form of antennae known in oxyphototrophs, called phycobilisomes (PBS). PBS are huge water-soluble complexes composed of six to eight rods radiating around a central core. Both core and rods are constituted of phycobiliproteins that bind open-chain tetrapyrroles, called phycobilins (<xref ref-type="bibr" rid="ref36">Sidler, 1994</xref>). While the PBS core is always made of allophycocyanin and is highly conserved, PBS rods display a very large structural flexibility since they can be made of phycocyanin (PC) only, or of PC and one or two phycoerythrin (PE) types, PE-I and PE-II (<xref ref-type="bibr" rid="ref26">Ong and Glazer, 1991</xref>; <xref ref-type="bibr" rid="ref38">Six et al., 2007</xref>). Additionally, each phycobiliprotein can bind up to three different kinds of phycobilins. The ultimate degree of sophistication is the capacity for some cyanobacterial cells to modify the composition of their PBS in response to changes in the ambient light color. This process called &#x201C;chromatic acclimation&#x201D; (CA)&#x2014;the initial term was actually &#x201C;chromatic adaptation,&#x201D; but was recently replaced in order to best describe this physiological process (<xref ref-type="bibr" rid="ref35">Shukla et al., 2012</xref>)&#x2014;was first observed in the early 20th century in freshwater cyanobacteria shifted from red to green light (<xref ref-type="bibr" rid="ref5">Engelmann, 1902</xref>; <xref ref-type="bibr" rid="ref9">Gaidukov, 1903</xref>). CA was later on attributed to changes in the phycobiliprotein composition of PBS rods: in red light, rods are entirely composed of PC and cells look green, whereas in green light PC is restricted to the base of the rods and the distal part is made of PE, causing cells to exhibit a bright red color (<xref ref-type="bibr" rid="ref1">Boresch, 1922</xref>). This type of complementary chromatic acclimation (CCA, also called type 3 chromatic acclimation or CA3) is one among the seven different types of CA known so far in cyanobacteria (<xref ref-type="bibr" rid="ref40">Tandeau de Marsac, 1977</xref>; <xref ref-type="bibr" rid="ref15">Hirose et al., 2019</xref>; <xref ref-type="bibr" rid="ref32">Sanfilippo et al., 2019a</xref>). While CA2&#x2014;a simple type of CA where PE production is induced in green light, generating longer PBS rods, and repressed in red light&#x2014;and CA3 occur mainly in freshwater and brackish cyanobacteria, CA4 is the main type occurring in the open ocean and is specific to marine <italic>Synechococcus</italic> cyanobacteria (<xref ref-type="bibr" rid="ref27">Palenik, 2001</xref>; <xref ref-type="bibr" rid="ref6">Everroad et al., 2006</xref>; <xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>). Contrary to CA2 and CA3, CA4 does not involve changes in the phycobiliprotein composition of PBS rods, but in their phycobilin composition. In response to shifts between green light (GL) and blue light (BL), chromatic acclimaters can indeed modify the relative amount of the two phycobilins bound to PE-I and PE-II in order to match the predominant ambient light color. More specifically, they exhibit in BL a high ratio of the BL-absorbing phycourobilin (PUB, <italic>&#x03BB;</italic><sub>max</sub>&#x2009;&#x2248;&#x2009;495&#x2009;nm) to the GL-absorbing phycoerythrobilin (PEB, <italic>&#x03BB;</italic><sub>max</sub>&#x2009;&#x2248;&#x2009;545&#x2009;nm), and <italic>vice-versa</italic> in GL (<xref ref-type="bibr" rid="ref6">Everroad et al., 2006</xref>; <xref ref-type="bibr" rid="ref35">Shukla et al., 2012</xref>). Variations in PUB and PEB cell content are generally assessed by measuring the relative ratio of whole cell fluorescence excitation at 495 and 545&#x2009;nm (Exc<sub>495:545</sub>) with emission set at 580&#x2009;nm, which in chromatic acclimaters changes from 0.6&#x2013;0.7 in GL to 1.6&#x2013;1.7 in BL (<xref ref-type="bibr" rid="ref27">Palenik, 2001</xref>; <xref ref-type="bibr" rid="ref6">Everroad et al., 2006</xref>). In the nomenclature of <italic>Synechococcus</italic> pigment types (PTs) established by <xref ref-type="bibr" rid="ref38">Six et al. (2007)</xref> and later modified by <xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref>, chromatic acclimaters are classified as &#x201C;PT 3d&#x201D; cells, meaning that they possess PBS rods made of PC, PE-I and PE-II, a feature shared by all PT 3 representatives, and can modify their Exc<sub>495:545</sub> ratio. In contrast, PTs 3a, 3b, and 3c display a constitutively low, medium and high Exc<sub>495:545</sub> ratio, respectively. For this reason, PT 3a strains are often referred to as &#x201C;green light specialists&#x201D; and PT 3c as &#x201C;blue light specialists&#x201D; (<xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>, <xref ref-type="bibr" rid="ref12">2022</xref>).</p>
<p>Two genetically different types of chromatic acclimaters have been described so far: PTs 3dA and 3dB (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>). Both possess a small genomic island involved in the CA4 process, yet the CA4-A and CA4-B islands differ genetically and structurally (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>; <xref ref-type="bibr" rid="ref33">Sanfilippo et al., 2019b</xref>; <xref ref-type="bibr" rid="ref13">Gr&#x00E9;bert et al., 2021</xref>). Although long overlooked, CA4 appears to be an ecologically important process since chromatic acclimaters were shown to account for more than 40% of the whole marine <italic>Synechococcus</italic> population along the <italic>Tara</italic> oceans expedition transect (<xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>). Moreover, PTs 3dA and 3dB were found to be equally abundant (22.6% and 18.9%, respectively) but distributed in complementary ecological niches in the field. The former was indeed predominant in cold, nutrient-rich and highly productive waters at high latitude, as well as in other vertically mixed environments, while the latter was mostly found in nitrogen and phosphorus-poor oceanic areas and appeared to be more abundant at depth. The emergence and maintenance of two CA4 types over the course of evolution, as well as the differential distribution of PTs 3dA and 3dB in the environment (<xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>), strongly suggest that they may not be as phenotypically equivalent as previously thought (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>). To check this hypothesis, we acclimated three representatives of each PT 3dA and 3dB in batch culture under two conditions of temperature, two light irradiances and five light colors in order to compare their growth rates and PBS properties. Furthermore, we performed shifts from BL to GL (and <italic>vice-versa</italic>) at two irradiances to compare the CA4 kinetics between five strains of each PT. These experiments demonstrated that PT 3dA and 3dB strains actually differ in the blue-to-green light ratio necessary to trigger the CA4 process, and revealed some significant discrepancies in their acclimation pace.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Biological material and culture conditions</title>
<p>Ten <italic>Synechococcus</italic> strains, of which five PT 3dA and five PT 3dB representatives (<xref ref-type="table" rid="tab1">Table 1</xref>), were retrieved from the Roscoff Culture Collection.<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> These strains were isolated from diverse environments and selected based on their genome availability (<xref ref-type="bibr" rid="ref3">Dor&#x00E9; et al., 2020</xref>) and clade affiliation, in order to include the CA4-A model strain RS9916 (<xref ref-type="bibr" rid="ref35">Shukla et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Sanfilippo et al., 2016</xref>, <xref ref-type="bibr" rid="ref33">2019b</xref>) as well as representatives from all five major clades (I to IV and CRD1) in the global ocean (<xref ref-type="bibr" rid="ref7">Farrant et al., 2016</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of the different <italic>Synechococcus</italic> strains used in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Strain name</th>
<th align="center" valign="top">RCC #<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th align="center" valign="top">Subcluster<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></th>
<th align="center" valign="top">Clade<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></th>
<th align="center" valign="top">Subclade<xref ref-type="table-fn" rid="tfn3"><sup>c</sup></xref></th>
<th align="center" valign="top">Pigment type<xref ref-type="table-fn" rid="tfn4"><sup>d</sup></xref></th>
<th align="left" valign="top">Isolation region</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">BIOS-U3-1</td>
<td align="center" valign="middle">2,533</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">CRD1</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">3dA</td>
<td align="left" valign="middle">Chile upwelling</td>
</tr>
<tr>
<td align="left" valign="middle">BL107</td>
<td align="center" valign="middle">515</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">IVa</td>
<td align="center" valign="middle">3dA</td>
<td align="left" valign="middle">Balearic Sea</td>
</tr>
<tr>
<td align="left" valign="middle">MITS9220</td>
<td align="center" valign="middle">2,571</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">CRD1</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">3dA</td>
<td align="left" valign="middle">Equatorial Pacific</td>
</tr>
<tr>
<td align="left" valign="middle">RS9916</td>
<td align="center" valign="middle">555</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">IX</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">3dA</td>
<td align="left" valign="middle">Gulf of Aqaba</td>
</tr>
<tr>
<td align="left" valign="middle">WH8020</td>
<td align="center" valign="middle">751</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">I</td>
<td align="center" valign="middle">Ia</td>
<td align="center" valign="middle">3dA</td>
<td align="left" valign="middle">Sargasso Sea</td>
</tr>
<tr>
<td align="left" valign="middle">A15-62</td>
<td align="center" valign="middle">2,374</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">IIa</td>
<td align="center" valign="middle">3dB</td>
<td align="left" valign="middle">Off Mauritania</td>
</tr>
<tr>
<td align="left" valign="middle">A18-40</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">IIIa</td>
<td align="center" valign="middle">3dB</td>
<td align="left" valign="middle">Atlantic Ocean</td>
</tr>
<tr>
<td align="left" valign="middle">MINOS11</td>
<td align="center" valign="middle">2,319</td>
<td align="center" valign="middle">5.3</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">n.a.</td>
<td align="center" valign="middle">3dB</td>
<td align="left" valign="middle">Mediterranean Sea</td>
</tr>
<tr>
<td align="left" valign="middle">PROS-U-1</td>
<td align="center" valign="middle">2,369</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">IIh</td>
<td align="center" valign="middle">3dB</td>
<td align="left" valign="middle">Moroccan upwelling</td>
</tr>
<tr>
<td align="left" valign="middle">RS9915</td>
<td align="center" valign="middle">2,553</td>
<td align="center" valign="middle">5.1</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">IIIa</td>
<td align="center" valign="middle">3dB</td>
<td align="left" valign="middle">Gulf of Aqaba</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Roscoff Culture Collection.</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p><xref ref-type="bibr" rid="ref7">Farrant et al. (2016)</xref>.</p>
</fn>
<fn id="tfn3">
<label>c</label>
<p><xref ref-type="bibr" rid="ref9001">Mazard et al. (2012)</xref>.</p>
</fn>
<fn id="tfn4">
<label>d</label>
<p><xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Cells were grown in 50&#x2009;mL polystyrene flasks (Sarstedt, Germany) in PCR-S11 medium (<xref ref-type="bibr" rid="ref31">Rippka et al., 2000</xref>) supplemented with 1&#x2009;mM sodium nitrate. All were pre-acclimated prior to measurements for at least 3&#x2009;weeks in continuous light provided by blue and/or green LEDs (Alpheus, France) in temperature-controlled chambers.</p>
</sec>
<sec id="sec4">
<title>Acclimation experiments</title>
<p>A selection of six out of the 10 abovementioned strains (BL107, RS9916 and WH8020 for PT 3dA and A15-62, PROS-U-1 and RS9915 for PT 3dB; <xref ref-type="table" rid="tab1">Table 1</xref>) were grown in the following conditions: (i) two temperatures: 18&#x00B0;C and 25&#x00B0;C; (ii) two irradiances: low light (LL, 15&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>) and high light (HL, 75&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>); (iii) five light qualities: blue light (100% BL), green light (100% GL), as well as three mixes of blue-green light: 25% BL&#x2013;75% GL, 50% BL&#x2013;50% GL and 75% BL&#x2013;25% GL. Both temperatures were selected based on <xref ref-type="bibr" rid="ref8">Ferrieux et al. (2022)</xref>, which recently demonstrated that 18 and 25&#x00B0;C were the lowest and highest temperatures at which a selection of <italic>Synechococcus</italic> strains belonging to the five major clades in the environment were capable of growing. The two irradiances were chosen as being similar to those used in a previous study by <xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref>, for easier comparison of results between the two studies.</p>
<p>The light intensity and visible spectra of LEDs were measured using a PG200N Spectral PAR Meter (UPRtek, Taiwan; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>). Each strain was grown in triplicate and inoculated at an initial cell density of 3&#x2009;&#x00D7;&#x2009;10<sup>6</sup> cells mL<sup>&#x2212;1</sup>. Samples were harvested every day to measure cell concentration and fluorescence parameters by flow cytometry, and once during the exponential phase to measure phycobilin and phycobiliprotein contents by spectrofluorimetry (see below).</p>
</sec>
<sec id="sec5">
<title>Shift experiments</title>
<p>Shift experiments between 100% low BL (LBL) and 100% low GL (LGL) and <italic>vice-versa</italic>, and between 100% high BL (HBL) and 100% high GL (HGL) and <italic>vice-versa</italic>, were performed on all 10 <italic>Synechococcus</italic> strains mentioned in <xref ref-type="table" rid="tab1">Table 1</xref>, but only at 25&#x00B0;C. Each strain was diluted with fresh medium before the beginning of the experiments and regularly transferred in order to avoid limitation by nutrients. Aliquots were collected two to three times a day, depending on light intensity, to measure phycobilin content by spectrofluorimetry (see below).</p>
</sec>
<sec id="sec6">
<title>Flow cytometry</title>
<p>Culture aliquots were sampled twice a day, fixed with 0.25% (v/v) glutaraldehyde (grade II, Sigma Aldrich, United States) and stored at &#x2212;80&#x00B0;C until analysis (<xref ref-type="bibr" rid="ref24">Marie et al., 1999</xref>). Cell density was determined using a Guava easyCyte flow cytometer equipped with a 488&#x2009;nm laser and the Guavasoft software (Luminex Corporation, Texas). Average orange (583&#x2009;nm) and red (695&#x2009;nm) fluorescence signals were used as proxies of the phycoerythrin (PE) and chlorophyll <italic>a</italic> (Chl <italic>a</italic>) contents per cell, respectively. Both signals were normalized to that of standard fluorescent 0.95&#x2009;&#x03BC;m silica beads.</p>
</sec>
<sec id="sec7">
<title>Spectrofluorimetry</title>
<p><italic>In vivo</italic> fluorescence spectra were recorded at 240&#x2009;nm&#x2009;min<sup>&#x2212;1</sup> with slits fixed at 10&#x2009;nm once during the exponential phase using a spectrofluorimeter FL6500 (Perkin-Elmer, United-States). Excitation spectra were acquired between 450 and 560&#x2009;nm with emission set at 580&#x2009;nm, corresponding to the PE emission maximum. Emission spectra were recorded between 550 and 750&#x2009;nm with excitation set at 530&#x2009;nm, close to the PEB excitation maximum. Spectra were monitored and analyzed with the Fluorescence software (Perkin-Elmer). The Exc<sub>495:545</sub> fluorescence excitation ratio was used as a proxy for the PUB:PEB ratio. The Em<sub>560:650</sub> and Em<sub>650:680</sub> fluorescence emission ratios were used as proxies of the PE to PC and PC to PBS terminal acceptor (TA) ratios, respectively. The first parameter provided information about the electron transfer efficiency within the PBS and/or the length of PBS rods, and the second one about the coupling of PBS to PSII reaction center chlorophylls.</p>
</sec>
<sec id="sec8">
<title>Statistical analyses</title>
<p>All statistical analyses were conducted using the R software (version 4.2.3; <xref ref-type="bibr" rid="ref30">R Core Team, 2021</xref>) in order to test for significant differences between PTs 3dA and 3dB. The potential influence of growing conditions (temperature, light quality and quantity) was also investigated.</p>
<p>For acclimation experiments, a linear mixed model (nlme package version 3.1-164; <xref ref-type="bibr" rid="ref28">Pinheiro et al., 2023</xref>) was fit to each variable (growth rate, flow cytometry fluorescence signals, fluorescence excitation and emission ratios), by considering the temperature, light intensity, light color and pigment type as fixed factors, and the strain as a random factor.</p>
<p>For shift experiments, the slopes of the linear parts of Exc<sub>495:545</sub> vs. time curves were compared between PTs 3dA and 3dB representatives using <italic>t</italic>-tests. As the number of strains used for shift experiments was reduced (<italic>n</italic>&#x2009;=&#x2009;3 for PT 3dA and <italic>n</italic>&#x2009;=&#x2009;5 for PT 3dB), the significance level was raised to 0.1 in order to confer more power to statistical analyses.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<title>Results</title>
<sec id="sec10">
<title>Acclimation experiments</title>
<p>A first set of experiments was performed to investigate the effect of temperature, light intensity and color on various physiological characteristics including growth rate, flow cytometric red and orange fluorescence signals, as well as phycobilin and phycobiliprotein content, of six <italic>Synechococcus</italic> strains (BL107, RS9916 and WH8020 for PT 3dA and A15-62, PROS-U-1 and RS9915 for PT 3dB; <xref ref-type="table" rid="tab1">Table 1</xref>) pre-acclimated for at least 3&#x2009;weeks to the different tested conditions.</p>
</sec>
<sec id="sec11">
<title>Growth rate</title>
<p>The growth rate (<italic>&#x03BC;</italic>) of the six <italic>Synechococcus</italic> strains was lower at 18&#x00B0;C than at 25&#x00B0;C (<italic>p</italic>-value &#x003C;0.05; <xref ref-type="fig" rid="fig1">Figure 1</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). Maximal <italic>&#x03BC;</italic> values were reached at 25&#x00B0;C in HL, with all strains except WH8020 achieving more than one cell division per day (<italic>&#x03BC;</italic>&#x2009;&#x003E;&#x2009;0.69&#x2009;day<sup>&#x2212;1</sup>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>). While a clear increase in growth rates of both PTs was seen between LL and HL at 25&#x00B0;C, a less marked difference was noted at 18&#x00B0;C, suggesting that temperature and light intensity had a synergistic effect on <italic>&#x03BC;</italic>. This was confirmed by the mixed model, which highlighted an interaction effect between the two factors (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). While for any given strain, the growth rate varied little between the different light colors (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>), PT 3dA representatives globally grew faster than their PT 3dB counterparts (<italic>p</italic>-value &#x003C;0.05; <xref ref-type="fig" rid="fig1">Figure 1</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Growth rates of six PT 3dA and 3dB representatives acclimated to the different conditions of temperature and light intensity used for acclimation experiments. Each boxplot represents the measurements performed for all representatives of each pigment type in the five light colors tested in this study (<italic>n</italic>&#x2009;=&#x2009;45). The light quality factor is not shown, as it had no significant effect on growth rate (<italic>p</italic>-value &#x003E;0.05). LL, 15&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; HL, 75&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; PT, pigment type.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g001.tif"/>
</fig>
</sec>
<sec id="sec12">
<title>Chlorophyll <italic>a</italic> and phycoerythrin fluorescence</title>
<p>A significant downward trend in both flow cytometric red (Chl <italic>a</italic>) and orange (PE) fluorescence signals was observed from 100% BL to 100% GL for both PTs in all conditions (<italic>p</italic>-value &#x003C;0.05; <xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S3</xref>, <xref rid="SM1" ref-type="supplementary-material">S4</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). Besides light quality, temperature and light intensity strongly impacted Chl <italic>a</italic> and PE fluorescence signals (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). Both variables were indeed higher in LL than HL, but also at 25&#x00B0;C compared to 18&#x00B0;C (<xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>). Due to the synergistic effect of temperature and irradiance (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>), maximum values were measured at 25&#x00B0;C in LL, and conversely minima were associated with the 18&#x00B0;C and HL condition.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Flow cytometric chlorophyll <italic>a</italic> fluorescence per cell of six PT 3dA and 3dB representatives acclimated to the different conditions of temperature, light intensity and quality used for acclimation experiments. Each boxplot represents the measurements performed for all representatives of each pigment type in one light color condition (<italic>n</italic>&#x2009;=&#x2009;9). LL, 15&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; HL, 75&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; PT, pigment type; BL, blue light; GL, green light.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Same as <xref ref-type="fig" rid="fig2">Figure 2</xref> but for the flow cytometric phycoerythrin fluorescence per cell.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g003.tif"/>
</fig>
</sec>
<sec id="sec13">
<title>Phycobilin content</title>
<p>All strains globally displayed Exc<sub>495:545</sub> fluorescence excitation ratio, a proxy of the whole cell PUB:PEB ratio, typical of chromatic acclimaters when grown in 100% GL (Exc<sub>495:545</sub>&#x2009;&#x2248;&#x2009;0.6&#x2013;0.7) or 100% BL (Exc<sub>495:545</sub>&#x2009;&#x2248;&#x2009;1.6&#x2013;1.7; <xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S5</xref>). It is important to note that the LEDs used to get the 100% GL condition actually peaked at 515&#x2009;nm, which is at the blue edge of the green wavelength range (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>). Yet, the fact that all tested strains exhibited the lowest possible Exc<sub>495:545</sub> ratio for chromatic acclimaters shows that they did sense this light quality as being full GL.</p>
<p>The light quality had the strongest impact on the Exc<sub>495:545</sub> fluorescence excitation ratio (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>), the latter expectedly decreasing from 100% BL to 100% GL. Interestingly, the two PTs did not respond in the same way to the light color (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). PT 3dB representatives indeed exhibited higher Exc<sub>495:545</sub> ratios than their PT 3dA counterparts in most intermediate blue-green conditions (<xref ref-type="fig" rid="fig4">Figure 4</xref>), due to a more progressive decrease of their ratio from the BL- to the GL-acclimated state. This trend was more pronounced in LL than HL conditions, as confirmed by the significant interaction effect between PT and light quantity (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Same as <xref ref-type="fig" rid="fig2">Figure 2</xref> but for the Exc<sub>495:545</sub> fluorescence excitation ratio, a proxy of the whole cell PUB:PEB ratio.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g004.tif"/>
</fig>
</sec>
<sec id="sec14">
<title>Phycobiliprotein content</title>
<p>PT 3dA and 3dB representatives exhibited different patterns of variation with light color of the Em<sub>560:650</sub> fluorescence emission ratio, a proxy of the whole cell PE:PC ratio (<italic>p</italic>-value &#x003C;0.05; <xref ref-type="fig" rid="fig5">Figure 5</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S6</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). The Em<sub>560:650</sub> ratio was indeed generally higher in PT 3dA than PT 3dB strains and often decreased from 100% BL to 100% GL in the former, while it remained fairly stable whatever the light quality in the latter. Although less obvious, the mixed model demonstrated that the Em<sub>560:650</sub> fluorescence emission ratio was also significantly influenced by the temperature and light intensity (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Same as <xref ref-type="fig" rid="fig2">Figure 2</xref> but for the Em<sub>560:650</sub> fluorescence emission ratio, a proxy of the whole cell PE:PC ratio.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g005.tif"/>
</fig>
<p>The Em<sub>650:680</sub> fluorescence emission ratio, a proxy of the whole cell PC:TA ratio, was only impacted by the temperature factor, which was found to interact with the PT (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). PT 3dA representatives were indeed able to achieve higher values than PT 3dB strains in all conditions, but the difference was even greater at 25&#x00B0;C (<xref ref-type="fig" rid="fig6">Figure 6</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S7</xref>). Moreover, the PTs were not similarly affected by the light quantity (<italic>p</italic>-value &#x003C;0.05; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>) as increasing irradiance seemed to induce an increase in the Em<sub>650:680</sub> ratio in PT 3dA strains and a decrease in PT 3dB cells.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Same as <xref ref-type="fig" rid="fig1">Figure 1</xref> but for the Em<sub>650:680</sub> fluorescence emission ratio, a proxy of the whole cell PC:TA ratio.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g006.tif"/>
</fig>
</sec>
<sec id="sec15">
<title>Shift experiments</title>
<p>A second set of experiments consisted in studying the CA4 kinetics following shifts from BL to GL, and <italic>vice-versa</italic>, for 10 <italic>Synechococcus</italic> strains (BIOS-U3-1, BL107, MITS9220, RS9916 and WH8020 for PT 3dA and A15-62, A18-40, MINOS11, PROS-U-1 and RS9915 for PT 3dB; <xref ref-type="table" rid="tab1">Table 1</xref>) pre-acclimated for at least 3&#x2009;weeks to either LL or HL at 25&#x00B0;C. As expected, all strains exhibited slower chromatic acclimation kinetics in LL than HL, regardless of the initial light color, since the CA4 process took about 7&#x2009;days in the former condition and 4&#x2009;days in the latter.</p>
<p>Consistent with a previous study (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>), the BIOS-U3-1 strain could not fully acclimate to HBL, never exceeding an Exc<sub>495:545</sub> ratio of about 1.2, and the same observation was made for the other representative of the CRD1 clade, MITS9220. We therefore excluded these two strains before comparing the kinetics of Exc<sub>495:545</sub> variations between PTs. To do so, we compared the slopes of linear regressions computed from the linear parts of the kinetics between the shift time (<italic>T</italic><sub>0</sub>) and the time needed for the cells to reach a plateau (<xref ref-type="fig" rid="fig7">Figure 7</xref>; 50&#x2009;h for HGL to HBL, 75&#x2009;h for HBL to HGL, 125&#x2009;h for both LL shifts). These slopes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S8A&#x2013;D</xref>), which reflected the rate of Exc<sub>495:545</sub> variation over time, were then compared between PTs (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S9A,B</xref>). This comparison demonstrated that the rate of Exc<sub>495:545</sub> variation was significantly higher for PT 3dB than PT 3dA cells from HBL to HGL (<italic>p</italic>-value &#x003C;0.1; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S9A</xref>). Conversely, PT 3dA strains displayed a significantly faster acclimation pace than their PT 3dB counterparts after the shifts from LGL to LBL and HGL to HBL (<italic>p</italic>-value &#x003C;0.1; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S9B</xref>).</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Time course variations of the Exc<sub>495:545</sub> fluorescence excitation ratio, a proxy of the whole cell PUB:PEB ratio, of eight PT 3dA and 3dB representatives after an abrupt shift of light quality from 100% blue to 100% green light, and <italic>vice-versa</italic>, in low and high light. Data are normalized to the initial value at time zero. Each point represents one measurement performed for one strain. LL, 15&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; HL, 75&#x2009;&#x03BC;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>; PT, pigment type; BL, blue light; GL, green light.</p>
</caption>
<graphic xlink:href="fmicb-15-1349322-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<title>Discussion</title>
<p>The marine environment was recently shown to shelter five distinct spectral niches, based on the absorption properties of water molecules as well as the variable concentrations of colored dissolved organic matter and non-algal particles (<xref ref-type="bibr" rid="ref16">Holtrop et al., 2021</xref>). Thanks to their specific antenna complexes binding divinyl derivatives of Chl <italic>a</italic> and <italic>b</italic> (<xref ref-type="bibr" rid="ref10">Goericke and Repeta, 1992</xref>), cells of the tiny cyanobacterium <italic>Prochlorococcus</italic> appear to be well adapted to the violet niche (401&#x2013;449&#x2009;nm), which encompasses the central oceanic gyres. In contrast, <italic>Synechococcus</italic> BL specialists (PT 3c), i.e., cells possessing a high content in PUB (<italic>&#x03BB;</italic><sub>max</sub>&#x2009;&#x2248;&#x2009;495&#x2009;nm), are best suited for the blue niche (449&#x2013;514&#x2009;nm) that comprises most other open ocean zones. As concerns <italic>Synechococcus</italic> GL specialists (PT 3a), i.e., cells possessing a high content in PEB (<italic>&#x03BB;</italic><sub>max</sub>&#x2009;&#x2248;&#x2009;545&#x2009;nm), they preferentially thrive in the green niche (514&#x2013;605&#x2009;nm) that is essentially found in coastal and upwelling areas (<xref ref-type="bibr" rid="ref16">Holtrop et al., 2021</xref>). In this context, <italic>Synechococcus</italic> cells capable of CA4, i.e., to match their Exc<sub>495:545</sub> ratio to the ambient light color in order to optimize photon collection, expectedly colonize both blue and green niches, where they can constitute a large part of the whole <italic>Synechococcus</italic> population, especially at high latitude (<xref ref-type="bibr" rid="ref41">Xia et al., 2017</xref>; <xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>). The occurrence of two genetically distinct types of chromatic acclimaters colonizing different habitats in the field (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>; <xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>, <xref ref-type="bibr" rid="ref13">2021</xref>, <xref ref-type="bibr" rid="ref12">2022</xref>) however made us wonder whether they displayed phenotypic differences that may partly explain their different spatial distributions.</p>
<p>Here, we looked at the interplay between light quality, light quantity and temperature, and we managed to unveil subtle but significant differences between PTs 3dA and 3dB. Comparisons of cultures acclimated to various light colors ranging from 100% BL to 100% GL at two temperatures and two irradiance levels revealed that, in intermediate blue-green light conditions, PT 3dB strains displayed significantly higher Exc<sub>495:545</sub> ratios than their PT 3dA counterparts (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The observed differences are notably due to a more progressive decrease of the Exc<sub>495:545</sub> ratio for PT 3dB than PT 3dA representatives from BL to GL. The latter were indeed more frequently found in the GL-acclimated state with some of them, such as RS9916 in most conditions, even shifting their Exc<sub>495:545</sub> ratio to the BL-acclimated state only in 100% BL (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S5</xref>). In contrast, PT 3dB cells tended to remain longer in the BL-acclimated state, even when the proportion of GL in the incident light was important, an extreme case being A15-62 at 25&#x00B0;C and LL that shifted to the GL-acclimated state only in 100% GL. Based on the phenotypes of knock-out mutants of genes involved in the CA4 process, it has been previously hypothesized that the PT 3dA genotype may have derived from a former GL specialist having acquired the CA4 capacity by integrating a CA4-A island, while the PT 3dB genotype may have been derived from a former BL specialist having integrated a CA4-B island (<xref ref-type="bibr" rid="ref33">Sanfilippo et al., 2019b</xref>; <xref ref-type="bibr" rid="ref13">Gr&#x00E9;bert et al., 2021</xref>). Interestingly, our results are in good agreement with this hypothesis since they suggest that PT 3dA strains need a large proportion of blue photons to induce the CA4-A response, while on the contrary PT 3dB cells require a larger proportion of green photons to induce the CA4-B response. In other words, the two PTs seemingly differ in the blue-to-green ratio necessary to trigger the CA4 process, even though there is some strain-to-strain variability.</p>
<p>The molecular basis of the difference in Exc<sub>495:545</sub> ratio between chromatic acclimaters fully acclimated to either 100% BL or 100% GL has been well documented, and was found to be the same in the PT 3dA model strain RS9916 (<xref ref-type="bibr" rid="ref35">Shukla et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Sanfilippo et al., 2016</xref>, <xref ref-type="bibr" rid="ref33">2019b</xref>) and the PT 3dB model strain A15-62 (<xref ref-type="bibr" rid="ref13">Gr&#x00E9;bert et al., 2021</xref>). Both CA4-A and -B processes indeed consist in an exchange of one out of the five phycobilins bound to the &#x03B1;-PE-I subunit (Cys-139) and two out of the six phycobilins bound to the &#x03B1;-PE-II subunit (Cys-83 and Cys-140), with PUB molecules being bound to these three positions in BL, and PEB in GL. However, the observation of intermediate Exc<sub>495:545</sub> ratios in blue-green light mixes (<xref ref-type="fig" rid="fig4">Figure 4</xref>; see also <xref ref-type="bibr" rid="ref33">Sanfilippo et al., 2019b</xref>) remains difficult to interpret as it may translate different, but not mutually exclusive, sources of variability. More precisely, this observation may be explained by: (i) heterogeneous populations of <italic>Synechococcus</italic> cells with PBS either fully acclimated to BL (PUB-rich) or to GL (PEB-rich); (ii) homogeneous populations of <italic>Synechococcus</italic> cells all having different phycobilins at the three swing sites in a given light color; (iii) individual cells containing PBS with different chromophorylation states; and/or (iv) heterogeneity in phycobiliprotein chromophorylation within single PBS, i.e., PBS having rods with different chromophorylation states. Unfortunately, there is currently no simple experimental way to demonstrate which of these hypotheses is most likely.</p>
<p>In contrast to Exc<sub>495:545</sub> ratios, light quality had no significant effect on growth rates, while the latter varied with PT, temperature and light quantity. In HL, the growth rates of all six chromatic acclimaters used for acclimation experiments were significantly higher at 25&#x00B0;C than 18&#x00B0;C, the former being an optimal growth temperature for most marine <italic>Synechococcus</italic> strains tested so far (<xref ref-type="fig" rid="fig1">Figure 1</xref>; <xref ref-type="bibr" rid="ref23">Mackey et al., 2013</xref>; <xref ref-type="bibr" rid="ref29">Pittera et al., 2014</xref>; <xref ref-type="bibr" rid="ref2">Breton et al., 2020</xref>; <xref ref-type="bibr" rid="ref4">Dor&#x00E9; et al., 2022</xref>; <xref ref-type="bibr" rid="ref8">Ferrieux et al., 2022</xref>). The impact of increasing temperature on growth rate was however much less important at LL, confirming that temperature and irradiance have a synergistic effect on growth, as previously observed in the model strain WH7803 (<xref ref-type="bibr" rid="ref14">Guyet et al., 2020</xref>). Of note, whatever the temperature, all cells were also able of typical photoacclimation, i.e., to adjust the surface of their photosynthetic membranes to reduce the incoming photon flux (<xref ref-type="bibr" rid="ref19">Kana and Glibert, 1987</xref>; <xref ref-type="bibr" rid="ref25">Moore et al., 1995</xref>; <xref ref-type="bibr" rid="ref37">Six et al., 2004</xref>), as shown by the decrease of both Chl <italic>a</italic> and PE fluorescence signals between LL and HL (<xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>). Interestingly, both parameters also slightly decreased in all representatives in response to progressive changes in light quality from 100% BL to 100% GL (<xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S3, S4</xref>), suggesting that chromatic acclimaters used GL more efficiently than BL, at least in our experimental setup. Consequently, all strains needed to slightly adjust their thylakoid surface (and thus the number of both photosystems and PBS) in BL in order to maximize the collection of available photons and maintain similar growth rate (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>).</p>
<p>Another parameter that differentiated PTs 3dA from 3dB in the present study is the Em<sub>560:650</sub> fluorescence emission ratio, which is often interpreted as a proxy of the PE:PC ratio. This ratio exhibited higher values and tended to decrease from 100% BL to 100% GL in PT 3dA strains, while it was more stable in PT 3dB representatives (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Since PE fluorescence per cell decreased in PT 3dA from BL to GL (<xref ref-type="fig" rid="fig3">Figure 3</xref>) and the PC:TA ratio was somewhat constant (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S7</xref>), this may indicate a lower within-rod photon energy transfer efficiency in PT 3dA cells in GL compared to BL. Another possibility is that PBS rod length decreased by disconnection of the distal PUB-rich PE-II hexamers, as previously observed in <italic>Synechococcus</italic> sp. WH8102 as a result of photoacclimation (<xref ref-type="bibr" rid="ref37">Six et al., 2004</xref>). In PT 3dB representatives, the PE:PC ratio stability, associated with decreasing PE fluorescence, rather suggests that other kinds of structural changes occurred, such as a reduction of the PBS number per cell or of the thylakoidal surface area.</p>
<p>Shift experiments in both LL and HL conditions from 100% BL to 100% GL, and <italic>vice-versa</italic>, confirmed previous observations by <xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref> that PT 3dA cells generally exhibit a more variable acclimation kinetics than PT 3dB cells. Two PT 3dA strains belonging to the CRD1 clade (BIOS-U3-1 and MITS9220) were indeed stuck at an Exc<sub>495:545</sub> ratio of around 1.2 in HBL (corresponding to &#x201C;phenotypic group 2&#x201D; in <xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>). Moreover, MITS9220 and another PT 3dA strain (BL107) showed a delay in the initiation of CA4 from LBL to LGL, but not in the reverse condition, as previously reported by these authors for BL107, a behavior they designed as &#x201C;phenotypic group 3.&#x201D; Some PT 3dA representatives common to both studies (RS9916 and WH8020) exhibited different behaviors. Both strains indeed reached a significantly lower Exc<sub>495:545</sub> ratio in HBL than LBL in the previous study but not in the present one, strengthening the idea that PT 3dA cells display a more variable acclimation phenotype than PT 3dB cells, at least in some conditions. In contrast, most PT 3dB representatives exhibited a &#x201C;typical&#x201D; CA4 dynamics in both studies, designed by <xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref> as &#x201C;phenotypic group 1.&#x201D; The only exceptions are strains such as WH8103 that have a typical CA4-B region but, for a yet unknown reason, have completely lost their CA4 ability and thus display a fixed Exc<sub>495:545</sub> ratio. Interestingly in this context, the WH8109 strain that was reported to display this fixed phenotype in <xref ref-type="bibr" rid="ref18">Humily et al. (2013)</xref> was found to have recovered its CA4 ability in a more recent study (<xref ref-type="bibr" rid="ref21">Lovindeer et al., 2021</xref>). The wider phenotypic variability observed in PT 3dA representatives might be attributed to the erratic genomic localization of the CA4-A island, which can be found virtually anywhere in the genome of PT 3dA strains, including the 5&#x2032;-end of the PBS region, while the CA4-B island is systematically located in the middle of the PBS rod region in PT 3dB cells (<xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>; <xref ref-type="bibr" rid="ref12">Gr&#x00E9;bert et al., 2022</xref>).</p>
<p>The most striking outcome of our shift experiments was certainly the discrepancy in acclimation paces between the two types of chromatic acclimaters in three out of the four tested conditions. Indeed, after the LGL to LBL and HGL to HBL shifts, the PT 3dA representatives acclimated faster than their PT 3dB counterparts, while the opposite pattern was observed after the HBL to HGL shift (<xref ref-type="fig" rid="fig7">Figure 7</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S8, S9</xref>). Altogether, our results showed that while PT 3dA and PT 3dB cells preferentially remain in their respective basal state (i.e., low and high Exc<sub>495:545</sub> ratio, respectively) when grown in a blue-green light mix (<xref ref-type="fig" rid="fig4">Figure 4</xref>), they can reach the acclimation state opposite to their basal state faster than the other PT once the CA4 process has been triggered (<xref ref-type="fig" rid="fig7">Figure 7</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S8, S9</xref>). These distinct acclimation paces might be due to differences in the organization and gene content of the CA4-A and CA4-B islands. While both share two genes in tandem encoding the regulatory proteins FciA and FciB (<xref ref-type="bibr" rid="ref34">Sanfilippo et al., 2016</xref>), as well as a gene encoding a protein of unknown function (Unk10), they also contain specific genes. A third putative regulatory gene, <italic>fciC</italic>, is indeed only found in PT 3dA representatives, possibly explaining why the two CA4 processes are opposite, CA4-A being activated in BL and CA4-B in GL (<xref ref-type="bibr" rid="ref35">Shukla et al., 2012</xref>; <xref ref-type="bibr" rid="ref18">Humily et al., 2013</xref>; <xref ref-type="bibr" rid="ref33">Sanfilippo et al 2019b</xref>; <xref ref-type="bibr" rid="ref13">Gr&#x00E9;bert et al., 2021</xref>). Additionally, the CA4-A and CA4-B islands encode distinct enzymes, the PEB lyase-isomerase MpeZ and the PEB lyase MpeW, respectively. Both compete with another enzyme, encoded in the main PBS genomic region, for binding either a PUB in BL or a PEB in GL at Cys-83 of the &#x03B1;-PE-II subunit (<xref ref-type="bibr" rid="ref33">Sanfilippo et al., 2019b</xref>; <xref ref-type="bibr" rid="ref13">Gr&#x00E9;bert et al., 2021</xref>). Functional studies are needed to determine whether these mechanistic discrepancies are responsible for the phenotypic differences between PT 3dA and 3dB strains reported in the present study.</p>
<p>In conclusion, PTs 3dA and 3dB cells exhibit subtle but significant phenotypic differences that may explain why, in a spectral niche encompassing both blue and green light, they can coexist not only with BL and/or GL specialists, but also with their CA4-able counterpart (<xref ref-type="bibr" rid="ref17">Huisman et al., 2002</xref>; <xref ref-type="bibr" rid="ref39">Stomp et al., 2004</xref>; <xref ref-type="bibr" rid="ref11">Gr&#x00E9;bert et al., 2018</xref>; <xref ref-type="bibr" rid="ref22">Luimstra et al., 2020</xref>; <xref ref-type="bibr" rid="ref16">Holtrop et al., 2021</xref>). Future studies should allow one to confirm this hypothesis, either using co-cultures of different PTs grown in various light colors, or by correlation analyses of the variations of the relative abundance of the different PTs with changes in the underwater light field.</p>
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<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>LD: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Software, Visualization. LG: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Writing &#x2013; review &#x0026; editing, Funding acquisition, Project administration, Supervision. BG: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. JC: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. MR: Investigation, Methodology, Resources, Writing &#x2013; review &#x0026; editing. FP: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing, Funding acquisition, Project administration, Visualization.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the French &#x201C;Agence Nationale de la Recherche&#x201D; Program EFFICACY (ANR-19-CE02-0019).</p>
</sec>
<ack>
<p>The authors would like to thank Priscillia Gourvil, Martin Gachenot, and Michele Grego from the Roscoff Culture Collection (<ext-link xlink:href="http://roscoff-culture-collection.org/" ext-link-type="uri">http://roscoff-culture-collection.org/</ext-link>) for maintaining the <italic>Synechococcus</italic> strains used in this study, and Maela Kloareg (Kuzulia) for performing statistical analyses.</p>
</ack>
<sec sec-type="COI-statement" id="sec20">
<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>
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<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1349322/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1349322/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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</fn-group>
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