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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2024.1494930</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ocean acidification enhances the tolerance of dinoflagellate <italic>Prorocentrum donghaiense</italic> to nanoplastic-induced oxidative stress by modulating photosynthetic performance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Qingming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Yao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Yanmei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Cai</surname>
<given-names>Huidi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Xucong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gon&#xe7;alves</surname>
<given-names>Rodrigo J.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guan</surname>
<given-names>Wanchun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Wenzhou Key Laboratory of Sanitary Microbiology, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University</institution>, <addr-line>Wenzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Marine Science, Wenzhou Medical University</institution>, <addr-line>Wenzhou, Zhejiang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laboratorio de Oceanograf&#xed;a Biol&#xf3;gica (LOBio), Centro para el Estudio de Sistemas Marinos (CESIMAR), Consejo Nacional de Investigaciones Cient&#xed;ficas y T&#xe9;cnicas (CONICET)</institution>, <addr-line>Puerto Madryn</addr-line>, <country>Argentina</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Departamento de Ecolog&#xed;a, Universidad de Granada</institution>, <addr-line>Granada</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Baohong Chen, Ministry of Natural Resources, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yongyu Zhang, Chinese Academy of Sciences (CAS), China</p>
<p>Zhangxi Hu, Guangdong Ocean University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wanchun Guan, <email xlink:href="mailto:gwc@wmu.edu.cn">gwc@wmu.edu.cn</email>; Rodrigo J. Gon&#xe7;alves, <email xlink:href="mailto:patagoniaplankton@gmail.com">patagoniaplankton@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1494930</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhu, Lin, Yang, Xia, Cai, Feng, Gon&#xe7;alves and Guan</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhu, Lin, Yang, Xia, Cai, Feng, Gon&#xe7;alves and Guan</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>
<sec>
<title>Introduction</title>
<p>The impact of ocean acidification (OA) and nanoplastics (NPs) on harmful algal blooms (HAB) has emerged as a major global concern. However, the combined effects of OA and NPs on the HAB species are poorly understood.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this study, dinoflagellate <italic>Prorocentrum donghaiense</italic>, a typical HAB species, was exposed to varying concentrations of NPs (108.15 &#xb1; 8.52 nm) (0, 5, 10, and 15 mg L<sup>&#x2212;1</sup>) and CO<sub>2</sub> (low CO<sub>2</sub>: 417 ppm, pH: 8.00 and high CO<sub>2</sub>: 1045 ppm, pH: 7.73) for seven days to investigate the combined effects of OA and NPs.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>The findings revealed that NPs inhibited the growth of <italic>P.&#xa0;donghaiense</italic> by inducing oxidative stress, as indicated by elevated malondialdehyde (MDA) content and decreased carotenoid/chlorophyll-a ratio, even though photochemical efficiency (&#x3c6;<sub>P0</sub>, &#x3c8;<sub>0</sub>, and &#x3c6;<sub>E0</sub>), rETR<sub>max</sub> and &#x3b1; were enhanced in response to NPs stress. However, OA promoted the growth and alleviated the adverse effects of NPs on <italic>P. donghaiense</italic> by increasing photochemical efficiency (&#x3c6;<sub>P0</sub>, &#x3c8;<sub>0</sub>, and &#x3c6;<sub>E0</sub>) and energy flux (RC/CS<sub>0</sub>, TR<sub>0</sub>/CS<sub>0</sub>, ET<sub>0</sub>/CS<sub>0</sub>) and enhancing the antioxidant ability (increased superoxide dismutase, and decreased MDA). <italic>P. donghaiense</italic> showed enhanced tolerance to NPs under simulated OA conditions. These findings enhance our knowledge of the HAB species response to NPs pollution under future OA scenarios.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Prorocentrum donghaiense</italic>
</kwd>
<kwd>nanoplastics</kwd>
<kwd>ocean acidification</kwd>
<kwd>photosynthesis</kwd>
<kwd>harmful algal blooms</kwd>
</kwd-group>
<contract-num rid="cn001">ZCLY24D0601</contract-num>
<contract-sponsor id="cn001">Natural Science Foundation of Zhejiang Province<named-content content-type="fundref-id">10.13039/501100004731</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Key Discipline of Zhejiang Province in Medical Technology<named-content content-type="fundref-id">10.13039/501100017528</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Consejo Nacional de Investigaciones Cient&#xed;ficas y T&#xe9;cnicas<named-content content-type="fundref-id">10.13039/501100002923</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Fondo para la Investigaci&#xf3;n Cient&#xed;fica y Tecnol&#xf3;gica<named-content content-type="fundref-id">10.13039/501100006668</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="71"/>
<page-count count="14"/>
<word-count count="6318"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Pollution</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Harmful algal blooms (HAB) have emerged as a global concern, posing a threat to ecological equilibrium and public health (<xref ref-type="bibr" rid="B1">Anderson et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B15">Gobler, 2020</xref>; <xref ref-type="bibr" rid="B18">Hallegraeff et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B60">Xiao et&#xa0;al., 2019</xref>). Although HAB exhibit diverse trends across various regions (<xref ref-type="bibr" rid="B8">Dai et&#xa0;al., 2023</xref>), there has been a discernible global increase in the occurrence of outbreaks caused by anthropogenic climate changes (<xref ref-type="bibr" rid="B23">Kang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B46">Sha et&#xa0;al., 2021</xref>) such as ocean acidification (OA) (<xref ref-type="bibr" rid="B15">Gobler, 2020</xref>; <xref ref-type="bibr" rid="B41">Riebesell et&#xa0;al., 2018</xref>). Recent studies have indicated a global trend in phytoplankton or HAB, characterized by an increase in dinoflagellate abundance and a decrease in diatom abundance, which is attributed to climate change, including ocean acidification, warming, stronger stratification, eutrophication, and even reduced silicate levels (<xref ref-type="bibr" rid="B5">Brandenburg et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B51">Taucher et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B70">Zhou et&#xa0;al., 2022</xref>). Frequent HAB events have been observed in coastal areas of the East China Sea (ECS) (<xref ref-type="bibr" rid="B69">Zhou et&#xa0;al., 2021</xref>). Since 2000, there has been a shift in the predominant bloom-causing species within the ECS, transitioning from diatoms (e.g., <italic>Skeletonema costatum</italic>) to dinoflagellates (e.g., <italic>Prorocentrum donghaiense</italic>) (<xref ref-type="bibr" rid="B61">Xiao et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B65">Yu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B71">Zhou et&#xa0;al., 2017</xref>, <xref ref-type="bibr" rid="B70">2022</xref>). The latter species are typically dominant during HAB events (<xref ref-type="bibr" rid="B60">Xiao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B65">Yu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B68">Zhang et&#xa0;al., 2021</xref>). Between 2000 and 2018, 284 P<italic>. donghaiense</italic> bloom episodes occurred in China, covering a surface area of approximately 70,000 km<sup>2</sup> (<xref ref-type="bibr" rid="B28">Lu et&#xa0;al., 2022</xref>), which can alter marine ecosystems by diminishing phytoplankton diversity and zooplankton abundance (<xref ref-type="bibr" rid="B28">Lu et&#xa0;al., 2022</xref>). Blooms of <italic>P. donghaiense</italic> may become even more frequent in future climate change scenarios (<xref ref-type="bibr" rid="B28">Lu et&#xa0;al., 2022</xref>).</p>
<p>In addition to HAB, another global concern is ocean acidification (OA), which is characterized by an increase in <italic>pCO</italic>
<sub>2</sub> and a decline in pH in surface coastal waters (<xref ref-type="bibr" rid="B26">Lian et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B34">Qi et&#xa0;al., 2022</xref>). Owing to human activities, atmospheric CO<sub>2</sub> levels have increased from 280 ppm before the industrial revolution to approximately 417 ppm in 2021 (<xref ref-type="bibr" rid="B13">Gao et&#xa0;al., 2021</xref>). By 2100, CO<sub>2</sub> is projected to reach 1000 ppm (<xref ref-type="bibr" rid="B20">IPCC, 2014</xref>), causing a decrease of 0.14 to 0.4 in pH of ocean water (<xref ref-type="bibr" rid="B14">Gattuso et&#xa0;al., 2015</xref>). Elevated CO<sub>2</sub> levels are expected to enhance the growth of some HAB species, particularly dinoflagellates (<xref ref-type="bibr" rid="B5">Brandenburg et&#xa0;al., 2019</xref>) such as <italic>Akashiwo sanguinea</italic>, <italic>Karenia mikimotoi, Alexandrium minutum</italic>, and <italic>Amphidinium carterae</italic> (<xref ref-type="bibr" rid="B3">Bausch et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B26">Lian et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B32">Ou et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B53">Wang et&#xa0;al., 2019</xref>). However, it is important to note that OA effects are species-specific (<xref ref-type="bibr" rid="B38">Raven et&#xa0;al., 2020</xref>). The inhibitory effects of OA are also observed on the growth of dinoflagellate species, such as <italic>A</italic>. <italic>ostenfeldii</italic> and <italic>A. tamarense</italic> (<xref ref-type="bibr" rid="B5">Brandenburg et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Guan et&#xa0;al., 2018</xref>). The pigment content, antioxidant systems, and photosynthesis of the HAB species are significantly affected by OA. For example, previous studies have found that OA can increase the pigment content in <italic>K. mikimotoi</italic> (<xref ref-type="bibr" rid="B56">Wang et&#xa0;al., 2023c</xref>; <xref ref-type="bibr" rid="B67">Zhang et&#xa0;al., 2022b</xref>), whereas it decreases the pigment content in <italic>A. sanguinea</italic>, and <italic>A. minutum</italic> (<xref ref-type="bibr" rid="B26">Lian et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B32">Ou et&#xa0;al., 2017</xref>). Moreover, OA affects antioxidant enzymes, as it promotes catalase (CAT) activity without altering superoxide dismutase (SOD) in <italic>K. mikimotoi</italic> (<xref ref-type="bibr" rid="B67">Zhang et&#xa0;al., 2022b</xref>). Conversely, SOD and CAT activities decrease in <italic>Trichodesmium erythraeum</italic> under OA conditions and are correlated with reduced growth (<xref ref-type="bibr" rid="B59">Wu et&#xa0;al., 2021</xref>). Chlorophyll fluorescence is an essential indicator of the photosynthetic performance. The maximum electron transfer efficiency (rETR<sub>max</sub>) and maximum photochemical quantum yield (F<sub>v</sub>/F<sub>m</sub>) are enhanced under OA conditions, which enhance the growth of <italic>K. mikimotoi</italic> after 96 h and <italic>A. sanguinea</italic> after a week of incubation (<xref ref-type="bibr" rid="B32">Ou et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Wang et&#xa0;al., 2023c</xref>). Previous studies have also demonstrated that OA can synergistically promote the growth of HAB species in conjunction with other environmental factors such as warming and high irradiance (<xref ref-type="bibr" rid="B32">Ou et&#xa0;al., 2017</xref>). Further research has found that OA can alleviate the deleterious effects of some abiotic factors on HAB species, such as solar ultraviolet radiation (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2015</xref>), hydrogen peroxide (<xref ref-type="bibr" rid="B35">Qin et&#xa0;al., 2023</xref>) and heavy metals (CuO) (<xref ref-type="bibr" rid="B54">Wang et&#xa0;al., 2023a</xref>). However, <xref ref-type="bibr" rid="B3">Bausch et&#xa0;al. (2019)</xref> reported that OA exacerbated the adverse effects of hypoxia on <italic>A. carterae</italic>.</p>
<p>Microplastics (MPs) and nanoplastics (NPs) pollution can potentially endanger aquatic ecosystems (<xref ref-type="bibr" rid="B4">Besseling et&#xa0;al., 2019</xref>). MPs (diameter&lt; 5 mm) are ubiquitous in marine environments, with concentrations varying from 10<sup>-3</sup> to 1 particle L<sup>&#x2212;1</sup> in open and coastal waters (<xref ref-type="bibr" rid="B31">Niu et&#xa0;al., 2021</xref>) and from 40 to 760,000 particles L<sup>&#x2212;1</sup> in polluted areas (<xref ref-type="bibr" rid="B2">Badylak et&#xa0;al., 2021</xref>). The concentration of NPs (diameter&lt; 1 &#x3bc;m) (<xref ref-type="bibr" rid="B52">Wan et&#xa0;al., 2018</xref>) is expected to be approximately 10<sup>14</sup> times greater than that observed for MPs, based on the principles of mass conservation (<xref ref-type="bibr" rid="B4">Besseling et&#xa0;al., 2019</xref>). Furthermore, NPs are expected to have a greater potential to harm HAB species than MPs because of their smaller size (<xref ref-type="bibr" rid="B64">You et&#xa0;al., 2021</xref>). However, the effects of NPs on the HAB species appear to be species-specific (<xref ref-type="bibr" rid="B29">Nam et&#xa0;al., 2022</xref>). NPs negatively affect most species, including <italic>A. pacificum</italic>, <italic>A. carterae</italic>, and <italic>Phaeodactylum tricornutum</italic> (<xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B45">Sendra et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B57">Wang et&#xa0;al., 2021</xref>). Neutral or positive effects of NPs have also been observed in several species, including <italic>Microcystis aeruginosa</italic> and <italic>Nostoc</italic> spp (<xref ref-type="bibr" rid="B43">Rowenczyk et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B55">Wang et&#xa0;al., 2023b</xref>). It has been suggested that NPs can induce oxidative stress in HAB species by producing reactive oxygen species (ROS) and inhibiting antioxidant enzymes, such as SOD (<xref ref-type="bibr" rid="B11">Feng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Natarajan et&#xa0;al., 2020</xref>), resulting in elevated levels of malondialdehyde (MDA), ultimately resulting in growth inhibition (<xref ref-type="bibr" rid="B57">Wang et&#xa0;al., 2021</xref>). However, in the presence of NPs, cells exhibit increased pigment content (<xref ref-type="bibr" rid="B22">Jiao et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B57">Wang et&#xa0;al., 2021</xref>) and altered chlorophyll fluorescence by promoting the maximum photochemical quantum yield (F<sub>v</sub>/F<sub>m</sub>) to maintain internal homeostasis (<xref ref-type="bibr" rid="B22">Jiao et&#xa0;al., 2022</xref>). This effect appears to vary by species, as NPs can also inhibit the electron transport rate (ETR) and effective photochemical quantum yield (F<sub>v</sub>&#x2019;/F<sub>m</sub>&#x2019;), thereby suppressing the growth of <italic>P. tricornutum</italic> (<xref ref-type="bibr" rid="B45">Sendra et&#xa0;al., 2019</xref>).</p>
<p>According to previous research, it is expected that the effects of NPs on HAB species may be modulated by environmental factors, such as ocean warming (<xref ref-type="bibr" rid="B66">Zhang et&#xa0;al., 2022a</xref>). However, few studies have examined the combined effects of OA and NPs on the HAB species. To the best of our knowledge, only two studies have indicated that elevated <italic>pCO</italic>
<sub>2</sub> mitigates the suppressive effects of MPs and encourages the growth of non-HAB species, Chlorophyta <italic>Nannochloropsis oceanica</italic> and <italic>Scenedesmus obliquus</italic> (<xref ref-type="bibr" rid="B39">Ren et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B63">Yang et&#xa0;al., 2020</xref>). We hypothesized that OA would alleviate NP-induced oxidative stress in HAB species by modulating their photosynthetic efficiency and antioxidant mechanisms. The present study aimed to investigate the combined effects of OA and NPs on <italic>P. donghaiense</italic> by monitoring changes in chlorophyll fluorescence parameters (OJIP), relative electron transfer rate (rETR), photosynthetic pigments Chlorophyll-a (Chl-a) and carotenoids (Caro), superoxide dismutase (SOD), and malondialdehyde (MDA). This study examined the potential effects of future OA and NPs pollution on the occurrence of HAB dinoflagellates from the perspective of photosynthetic performance.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental design</title>
<p>To investigate the combined effects of OA and NPs, <italic>P. donghaiense</italic>, pre-acclimated to ambient and OA conditions for 110 generations, was cultured for seven days with simultaneous exposure to 2 factors. One factor was CO<sub>2</sub> (417 and 1045 ppm), while the other was NPs (108.15 &#xb1; 8.52 nm) (0, 5, 10, 15 mg L<sup>-1</sup>), and the combined treatment groups involved the joint exposure of all different levels of CO<sub>2</sub> and NPs. Low CO<sub>2</sub> concentration (LC, 417 ppm) and high CO<sub>2</sub> concentration (HC, 1045 ppm) were represented the ambient air condition and simulated ocean acidification (OA) condition, respectively. Each treatment comprised of three replicates. The responses of <italic>P. donghaiense</italic> were recorded as photosynthetic variables (pigments, rETR, and OJIP parameters) and oxidative stress biomarkers (SOD, MDA, and Caro/Chl-a). The details of the experimental design are provided below.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Species culture</title>
<p>Dinoflagellate <italic>P. donghaiense</italic> (Strain: PDES) was isolated from coastal waters around Dongtou Island, Zhejiang Province, East China Sea (27&#xb0;80&#x2032;N, 121&#xb0;20&#x2032;E). Prior to the experiment, <italic>P.&#xa0;donghaiense</italic> was maintained under simulated OA and ambient CO<sub>2</sub> conditions for approximately 110 generations. The pre-acclimation incubation was conducted in 3-L conical flasks inside growth chambers (RXZ-436C-CO<sub>2</sub>, Jiangnan, China) with LED illumination (200 &#x3bc;mol photon m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, 12L:12D). For the 7-d exposure experiments, the pre-acclimated <italic>P. donghaiense</italic> in the exponential phase was diluted to 1 &#xd7; 10<sup>4</sup> cells mL<sup>&#x2212;1</sup> with fresh f/2 medium (<xref ref-type="bibr" rid="B17">Guillard and Ryther, 1962</xref>), and incubated at 20&#xb0;C under LED illumination (200 &#x3bc;mol photon m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, 12L:12D). Three replicates were maintained for each treatment.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>OA treatment</title>
<p>Low CO<sub>2</sub> concentrations (417 ppm, LC) and high CO<sub>2</sub> concentrations (1045 ppm, HC) were selected to correspond with the current atmospheric <italic>pCO</italic>
<sub>2</sub> (<xref ref-type="bibr" rid="B13">Gao et&#xa0;al., 2021</xref>) and the predicted value for 2100 (<xref ref-type="bibr" rid="B20">IPCC, 2014</xref>), respectively. To maintain consistent CO<sub>2</sub> concentrations during the experiments, cultures were continuously aerated with two different CO<sub>2</sub> concentrations (LC and HC) through a 0.22 &#x3bc;m cellulose acetate filter (Shanghai Xinya, China) at approximately 300 mL min<sup>-1</sup>. The levels of CO<sub>2</sub> in the incubators were monitored continuously using portable carbon dioxide meters (77535, AZ, China), and the pH<sub>NBS</sub> (National Bureau of Standards) of the culture was measured daily with a portable pH meter (PHS-3E, INESA, Shanghai, China). The carbonate system in the culture was assessed by determining the concentrations of dissolved inorganic carbon (DIC), <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>HCO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mn>2-</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and CO<sub>2</sub> from the measured pH and CO<sub>2</sub> concentrations using the CO2SYS software (<xref ref-type="bibr" rid="B25">Lewis and Wallace, 1998</xref>) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Growth conditions during incubation of <italic>P. donghaiense</italic>, with an overview of carbonate chemistry for combinations of different NPs and CO<sub>2</sub> concentrations (LC or HC, respectively).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="center">Treatments</th>
<th valign="middle" rowspan="2" align="center">
<italic>pCO<sub>2</sub>
</italic>
</th>
<th valign="middle" rowspan="2" align="center">pH<sub>NBS</sub>
</th>
<th valign="middle" rowspan="2" align="center">DIC</th>
<th valign="middle" rowspan="2" align="center">
<inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>HCO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th valign="middle" rowspan="2" align="center">
<inline-formula>
<mml:math display="inline" id="im6">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th valign="middle" rowspan="2" align="center">CO<sub>2</sub>
</th>
</tr>
<tr>
<th valign="middle" align="left">CO<sub>2</sub>
</th>
<th valign="middle" align="left">NPs (mg L<sup>-1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="4" align="center">LC</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">417.50 &#xb1; 19.19<sup>b</sup>
</td>
<td valign="middle" align="center">7.98 &#xb1; 0.08<sup>a</sup>
</td>
<td valign="middle" align="center">1833.99 &#xb1; 388.40<sup>c</sup>
</td>
<td valign="middle" align="center">1691.61 &#xb1; 329.73<sup>b</sup>
</td>
<td valign="middle" align="center">131.15 &#xb1; 59.32<sup>a</sup>
</td>
<td valign="middle" align="center">11.22 &#xb1; 0.57<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">417.50 &#xb1; 19.19<sup>b</sup>
</td>
<td valign="middle" align="center">8.00 &#xb1; 0.09<sup>a</sup>
</td>
<td valign="middle" align="center">1947.14 &#xb1; 458.75<sup>c</sup>
</td>
<td valign="middle" align="center">1787.68 &#xb1; 384.96<sup>b</sup>
</td>
<td valign="middle" align="center">148.27 &#xb1; 74.61<sup>a</sup>
</td>
<td valign="middle" align="center">11.18 &#xb1; 0.57<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">417.50 &#xb1; 19.19<sup>b</sup>
</td>
<td valign="middle" align="center">8.00 &#xb1; 0.09<sup>a</sup>
</td>
<td valign="middle" align="center">1939.85 &#xb1; 447.59<sup>c</sup>
</td>
<td valign="middle" align="center">1781.75 &#xb1; 376.74<sup>b</sup>
</td>
<td valign="middle" align="center">146.91 &#xb1; 71.69<sup>a</sup>
</td>
<td valign="middle" align="center">11.19 &#xb1; 0.56<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">417.50 &#xb1; 19.19<sup>b</sup>
</td>
<td valign="middle" align="center">8.01 &#xb1; 0.09<sup>a</sup>
</td>
<td valign="middle" align="center">1977.2 &#xb1; 504.47<sup>bc</sup>
</td>
<td valign="middle" align="center">1812.51 &#xb1; 422.19<sup>b</sup>
</td>
<td valign="middle" align="center">153.51 &#xb1; 83.23<sup>a</sup>
</td>
<td valign="middle" align="center">11.18 &#xb1; 0.55<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">HC</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">1045.00 &#xb1; 28.53<sup>a</sup>
</td>
<td valign="middle" align="center">7.72 &#xb1; 0.06<sup>b</sup>
</td>
<td valign="middle" align="center">2458.85 &#xb1; 382.17<sup>ab</sup>
</td>
<td valign="middle" align="center">2335.06 &#xb1; 353.24<sup>a</sup>
</td>
<td valign="middle" align="center">94.94 &#xb1; 29.130<sup>a</sup>
</td>
<td valign="middle" align="center">28.86 &#xb1; 0.77<sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">1045.00 &#xb1; 28.53<sup>a</sup>
</td>
<td valign="middle" align="center">7.73 &#xb1; 0.08<sup>b</sup>
</td>
<td valign="middle" align="center">2536.22 &#xb1; 489.40<sup>a</sup>
</td>
<td valign="middle" align="center">2405.03 &#xb1; 451.40<sup>a</sup>
</td>
<td valign="middle" align="center">102.39 &#xb1; 38.41<sup>a</sup>
</td>
<td valign="middle" align="center">28.81 &#xb1; 0.87<sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">1045.00 &#xb1; 28.53<sup>a</sup>
</td>
<td valign="middle" align="center">7.73 &#xb1; 0.08<sup>b</sup>
</td>
<td valign="middle" align="center">2534.91 &#xb1; 471.44<sup>a</sup>
</td>
<td valign="middle" align="center">2403.98 &#xb1; 435.91<sup>a</sup>
</td>
<td valign="middle" align="center">102.13 &#xb1; 35.99<sup>a</sup>
</td>
<td valign="middle" align="center">28.81 &#xb1; 0.89<sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">1045.00 &#xb1; 28.53<sup>a</sup>
</td>
<td valign="middle" align="center">7.72 &#xb1; 0.10<sup>b</sup>
</td>
<td valign="middle" align="center">2483.13 &#xb1; 523.05<sup>a</sup>
</td>
<td valign="middle" align="center">2355.43 &#xb1; 485.58<sup>a</sup>
</td>
<td valign="middle" align="center">98.81 &#xb1; 38.10<sup>a</sup>
</td>
<td valign="middle" align="center">28.89 &#xb1; 0.93<sup>a</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The unit of <italic>pCO<sub>2</sub>
</italic> is ppm, and the units of DIC, <inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>HCO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and CO<sub>2</sub> are &#x3bc;mol kg<sup>-1</sup>. Data are shown as mean &#xb1; SD, i.e., the average of 3 daily replicates during the 7-d incubation (n = 3 &#xd7; 7). One-way ANOVA (LSD test) results among the treatments are indicated by superscript letters, and the different superscripts indicate significant differences (p&lt; 0.05).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>NPs treatment</title>
<p>NPs stock solution (Tianjin Big Goose Technology, China) comprised of 2.5% (w/v) pure polystyrene nanospheres with smooth surfaces. The polystyrene nanospheres are highly hydrophobic and were homogeneously dispersed in 10 mL of deionized water, free of chemical additives and functional groups. The average diameter of the NPs was 108.15 &#xb1; 8.52 nm, measured using ImageJ software (National Institutes of Health, USA) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). Prior to the experiment, the NPs solution was mixed on a vortex mixer (XW-80 A, Haimen Kylin Bell, China) for 2 min. Four nominal NPs concentrations were used: 0, 5, 10, and 15 mg L<sup>&#x2212;1</sup>, equivalent to approximately 0, 1 &#xd7; 10<sup>13</sup>, 2 &#xd7; 10<sup>13</sup>, and 3 &#xd7; 10<sup>13</sup> particles L<sup>&#x2212;1</sup>, respectively. The hydrophobicity of the NPs and the aeration of the culture medium in the experiment allowed the cells and NPs to be distributed homogeneously in the culture.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Determination of growth</title>
<p>The cell density was determined daily after sampling by counting the cells with a phytoplankton counting chamber (CC-F, Beijing Polytek, China) under a microscope (Eclipse E200MVR, Nikon, Japan). The growth rate (&#x3bc;) was calculated using the formula: &#x3bc; = ln (C<sub>7</sub>/C<sub>0</sub>)/(t<sub>7</sub> - t<sub>0</sub>), where C<sub>7</sub> and C<sub>0</sub> represent the cell densities (cells mL<sup>-1</sup>) on days 7 and 0, respectively. The growth inhibition was estimated using the following equation: Inhibition (%) = (1 &#x2013; T/C) &#xd7; 100, where C and T are the cell densities in the control and treatment samples, respectively.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Pigment analysis</title>
<p>At Day 7, a sample (20 mL) from each treatment was filtered through a glass fiber filter (Whatman GF/F, 25 mm diameter, nominal pore 0.7 &#x3bc;m) to quantify chlorophyll-a (Chl-a) and carotenoid (Caro) contents. Pigments were extracted after mixing the filtered cells with 4 mL of pure methanol and stored in darkness for 24 hours at 4&#xb0;C. Then the mixture was centrifuged at 2000 g for 10 min (TG16A - WS centrifuge, Saitexiangyi, China) and the absorbance of the supernatants was determined using a spectrophotometer (U-3900; Hitachi, Japan). The pigment contents were calculated as follows: Chl-a (&#x3bc;g mL<sup>-1</sup>) = 16.29 &#xd7; A<sub>665.2</sub> - 8.54 &#xd7; A<sub>652</sub> (<xref ref-type="bibr" rid="B33">Porra, 2002</xref>); Caro (&#x3bc;g mL<sup>-1</sup>) = 4 &#xd7; A<sub>480</sub> (<xref ref-type="bibr" rid="B50">Strickland and Parsons, 1972</xref>), where A<sub>665.2</sub>, A<sub>652</sub>, and A<sub>480</sub> are the absorbances at wavelengths of 665.2, 652, and 480 nm, respectively. The pigment content per cell was determined by dividing the pigment concentration by cell density.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Determination of oxidative stress biomarkers</title>
<p>Approximately 5 &#xd7; 10<sup>6</sup> cells from each treatment group were collected on day 7 after 10 min of centrifugation at 3000 &#xd7; g (Allegra X-12R Centrifuge, Beckman Coulter, USA). The pellet was resuspended in 5 mL of Milli-Q ultrapure water (SYUP-I-60 L; Shenyuan, China) and lysed at 4&#xb0;C (JN-Mini Pro; JNBIO, China). The supernatant was obtained by centrifugation at 8000 &#xd7; g for 10 min at 4&#xb0;C (Allegra 64R Centrifuge, Beckman Coulter, USA) to assess biochemical indicators. The SOD activity and MDA levels were evaluated according to the manufacturer&#x2019;s instructions (Nanjing Jiancheng Bioengineering, China).</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Measurement of relative electron transfer rate</title>
<p>The rapid light-response curve was obtained using a PSI fluorometer (AquaPenC; Photon System Instruments, Czech Republic). Eight different actinic light intensities (0, 10, 20, 50, 150, 300, 600, and 1000 &#x3bc;mol m<sup>-2</sup> s<sup>-1</sup>) were applied for 60 s each. After each light intensity, a 0.8-s saturation light pulse (3000 &#x3bc;mol m<sup>-2</sup> s<sup>-1</sup>) captured &#x394;F/F&#x2019;<sub>m</sub>. The rETR was calculated as follows: rETR = &#x394;F/F&#x2019;<sub>m</sub> &#xd7; 0.5 &#xd7; E, where 0.5 represents the allocation of 50% of actinic light energy to photosystem II (PSII), E is for actinic light, and &#x394;F/F&#x2019;<sub>m</sub> is the photochemical efficiency of PSII. A hyperbolic tangent function was fitted using this equation (<xref ref-type="bibr" rid="B21">Jassby and Platt, 1976</xref>): Y = rETR<sub>max</sub> &#xd7; tanh (&#x3b1; &#xd7; X/rETR<sub>max</sub>), where &#x3b1; denotes light energy utilization efficiency and rETR<sub>max</sub> indicates the maximum relative electron transport rate.</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Detection of chlorophyll fluorescence transient</title>
<p>On day 7, cells (4 mL) from each replicate were allowed to adapt in the dark for 20 min before measurement. The chlorophyll fluorescence transient (OJIP test) was measured using a PSI fluorometer. The fluorometer measures the transition between O-J-I-P steps: O step is at approximately 20 &#x3bc;s where all PSII reaction centers are open; the J step is at approximately 2 ms; the I step is at approximately 20 ms; and the P step is at about 300 ms where all reaction centers are closed, and the fluorescence intensity reaches its maximum (<xref ref-type="bibr" rid="B48">Strasser and Govindjee, 1992</xref>). OJIP curves were drawn to obtain more detailed parameters, including F<sub>v</sub>/F<sub>m</sub>, V<sub>I</sub>, V<sub>J</sub>, M<sub>0</sub>, Area, S<sub>m</sub>, &#x3c6;<sub>P0</sub>, &#x3c8;<sub>0</sub>, &#x3c6;<sub>E0</sub>, ABS/RC, TR<sub>0</sub>/RC, ET<sub>0</sub>/RC, DI<sub>0</sub>/RC, RC/CS<sub>0</sub>, ABS/CS<sub>0</sub>, TR<sub>0</sub>/CS<sub>0</sub>, ET<sub>0</sub>/CS<sub>0</sub>, DI<sub>0</sub>/CS<sub>0</sub>, PI<sub>ABS</sub>. All data were collected in triplicate, and the values were normalized relative to the LC control treatment (without NPs) to determine the heatmap. The physiological meanings and calculation formulas for these parameters are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref> (<xref ref-type="bibr" rid="B49">Strasser et&#xa0;al., 2000</xref>).</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Statistical analysis</title>
<p>Data are presented as the mean &#xb1; standard deviation (SD). Each treatment was performed in triplicate. A one-way ANOVA (LSD) was performed to compare the data among the different treatments on day 7. A two-way ANOVA was employed to evaluate the significant differences and interactions between CO<sub>2</sub> and NP concentrations. All statistical analyses were performed using SPSS (version 26.0, SPSS Inc., Chicago, IL, USA), and figures were plotted using GraphPad Prism (version 9.0, San Diego, CA, USA). Statistical significance was set at p&lt; 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Carbonate system</title>
<p>The carbonate system remained stable in each treatment during the 7-day incubation. The pH values in the LC and HC groups were significantly different (p&lt; 0.05). In HC, <inline-formula>
<mml:math display="inline" id="im7">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>HCO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and CO<sub>2</sub> levels increased by 34.3% and 157.6%, respectively, while <inline-formula>
<mml:math display="inline" id="im8">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> decreased by 31.3% compared to those in LC. The carbonate system in the cultures was not affected by different concentrations of NPs in the treatments within the same CO<sub>2</sub> levels (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Growth and pigments</title>
<p>The growth of <italic>P. donghaiense</italic> was significantly inhibited by the NPs, except at 5 mg L<sup>&#x2212;1</sup> in HC (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). NP-induced growth inhibition exhibited a concentration-dependent trend in both LC and HC treatments (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). The inhibition induced by NPs was 7.74%, 17.56%, and 34.82% in LC at 5 mg L<sup>&#x2212;1</sup>, 10 mg L<sup>&#x2212;1</sup>, and 15 mg L<sup>&#x2212;1</sup> NPs, respectively. However, HC treatment promoted growth and mitigated the detrimental effects of NPs compared to LC. The&#xa0;lowest NPs concentration (5 mg L<sup>-1</sup>) did not inhibit the growth in HC treatment (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). NP-induced inhibition also decreased to 9.40% (10 mg L<sup>&#x2212;1</sup>), 15.94% (15 mg L<sup>&#x2212;1</sup>) in HC treatments compared to that in LC (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Growth rate and inhibition rate of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> treatments at day 7. <bold>(A)</bold>: the growth rate; <bold>(B)</bold>: the inhibition rate. One-way ANOVA (LSD test) results among the treatments are indicated by the letters over the bars and different letters indicate significant differences among treatments (p&lt; 0.05). ND: There was no significant difference in inhibition rate between 5 mg L<sup>-1</sup> NPs at HC and HC (without NPs). Error bars represent the standard deviation of the mean of biological triplicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g001.tif"/>
</fig>
<p>In LC treatments, NPs increased the Chl-a (19.11%&#x2013;55.46%) and the Caro (9.56%&#x2013;40.19%) contents but decreased the Caro/Chl-a ratio (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Compared with LC, HC (without NPs) did not change Chl-a or Caro/Chl-a ratio but decreased Caro (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, Chl-a and Caro were decreased in HC+NPs treatments, especially at higher NPs concentrations (10 and 15 mg L<sup>&#x2212;1</sup>) compared to LC (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>), but Caro/Chl-a ratio did not vary (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The two-way ANOVA tests revealed that CO<sub>2</sub> and NPs significantly affected the growth rate (&#x3bc;), pigments, and CO<sub>2</sub> was the primary influencing factor. The interactive effects of these two factors were evident on &#x3bc; and pigments (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Chlorophyll-a (Chl-a), carotenoid (Caro) contents, and Caro/Chl-a ratio of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> treatments at day 7. <bold>(A)</bold> Chl-a, <bold>(B)</bold> Caro, <bold>(C)</bold> Caro/Chl-a. One-way ANOVA (LSD test) results among the treatments are indicated by the letters over the bars and different letters indicate significant differences among treatments (p&lt; 0.05). Error bars represent the standard deviation of the mean of biological triplicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Significance of growth rate (&#x3bc;), chlorophyll-a (Chl-a), carotenoid (Caro), Caro/Chl-a, superoxide dismutase (SOD), malondialdehyde (MDA), reactive oxygen species (ROS), the maximum relative electron transfer rate (rETR<sub>max</sub>), the initial slope of the RLC (&#x3b1;), and rETR<sub>max</sub>/&#x3b1; (E<sub>k</sub>) of <italic>P. donghaiense</italic> under different CO<sub>2</sub> and NPs concentrations, as reported from two-way ANOVA.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Source of variation</th>
<th valign="middle" align="left"/>
<th valign="middle" align="left">&#x3bc;</th>
<th valign="middle" align="left">Chl-a</th>
<th valign="middle" align="left">Caro</th>
<th valign="middle" align="left">Caro/Chl-a</th>
<th valign="middle" align="left">SOD</th>
<th valign="middle" align="left">MDA</th>
<th valign="middle" align="left">rETR<sub>max</sub>
</th>
<th valign="middle" align="left">&#x3b1;</th>
<th valign="middle" align="left">E<sub>k</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">CO<sub>2</sub>
</td>
<td valign="middle" rowspan="3" align="left">F</td>
<td valign="middle" align="left">200.76</td>
<td valign="middle" align="left">298.570</td>
<td valign="middle" align="left">332.752</td>
<td valign="middle" align="left">7.684</td>
<td valign="middle" align="left">144.118</td>
<td valign="middle" align="left">25.376</td>
<td valign="middle" align="left">1.413</td>
<td valign="middle" align="left">30.716</td>
<td valign="middle" align="left">0.561</td>
</tr>
<tr>
<td valign="middle" align="left">NPs</td>
<td valign="middle" align="left">48.92</td>
<td valign="middle" align="left">28.017</td>
<td valign="middle" align="left">23.203</td>
<td valign="middle" align="left">3.022</td>
<td valign="middle" align="left">5.558</td>
<td valign="middle" align="left">3.541</td>
<td valign="middle" align="left">30.389</td>
<td valign="middle" align="left">28.820</td>
<td valign="middle" align="left">13.550</td>
</tr>
<tr>
<td valign="middle" align="left">CO<sub>2</sub> &#xd7; NPs</td>
<td valign="middle" align="left">9.34</td>
<td valign="middle" align="left">40.608</td>
<td valign="middle" align="left">42.254</td>
<td valign="middle" align="left">2.441</td>
<td valign="middle" align="left">14.364</td>
<td valign="middle" align="left">24.660</td>
<td valign="middle" align="left">20.782</td>
<td valign="middle" align="left">28.070</td>
<td valign="middle" align="left">8.241</td>
</tr>
<tr>
<td valign="middle" align="left">CO<sub>2</sub>
</td>
<td valign="middle" rowspan="3" align="left">p</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.014</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.252</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.465</td>
</tr>
<tr>
<td valign="middle" align="left">NPs</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.060</td>
<td valign="middle" align="left">0.008</td>
<td valign="middle" align="left">0.039</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">CO<sub>2</sub> &#xd7; NPs</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.102</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">0.002</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x201c;F&#x201d; is the statistic and &#x201c;p&#x201d; is the p value, and the statistical significance is considered when p&lt; 0.05.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Oxidative stress biomarkers</title>
<p>Compared with LC treatment, HC (without NPs) did not significantly alter SOD but enhanced MDA levels (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The&#xa0;effects of NPs on the SOD and MDA levels varied in the LC and HC groups. No significant effect of NPs on SOD was detected in the LC treatment, except in the 5 mg L<sup>&#x2212;1</sup> NPs treatment (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). High NPs concentration (15 mg L<sup>&#x2212;1</sup>) significantly increased the MDA content in LC-treated cells (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Compared to LC, HC+NPs treatment enhanced SOD activity but reduced MDA content (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The two-way ANOVA tests revealed that SOD and MDA levels were significantly affected by CO<sub>2</sub> and NPs, with CO<sub>2</sub> being the major influencing factor. Moreover, the interactive effects of CO<sub>2</sub> and NPs on the SOD and MDA levels were also evident (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Biochemical indicators of <italic>P. donghaiense</italic> related to oxidative stress under different NPs and CO<sub>2</sub> treatments at day 7. <bold>(A)</bold>: SOD activity; <bold>(B)</bold>: MDA content. One-way ANOVA (LSD test) results among the treatments are indicated by the letters over the bars and different letters indicate significant differences among treatments (p&lt; 0.05). Error bars represent the standard deviation of the mean of biological triplicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>The response of rETR</title>
<p>The rapid light curves and photo-physiological parameters (&#x3b1;, rETR<sub>max,</sub> and E<sub>k</sub>) revealed the responses of <italic>P. donghaiense</italic> to different treatments (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Compared to LC treatment, HC, LC+NPs, and HC+NPs significantly enhanced the slope of the rETR curve (&#x3b1;), the maximum electron transport rate (rETR<sub>max</sub>) and the light saturation point (E<sub>k</sub>) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). However, HC+NPs did not further enhance these three parameters compared with HC (without NPs) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The two-way ANOVA tests revealed that CO<sub>2</sub> significantly affected &#x3b1;, while NPs significantly affected rETR<sub>max</sub>, &#x3b1;, and E<sub>k</sub>. Additionally, an interactive effect between these two factors on rETR<sub>max</sub>, &#x3b1;, and E<sub>k</sub> was observed (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Relative electron transfer rate (rETR) of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> treatments at day 7. <bold>(A)</bold> LC, <bold>(B)</bold> HC. Lines represent the fit following a hyperbolic tangent function [Y = rETR<sub>max</sub> &#xd7; tanh (&#x3b1; &#xd7; X/rETR<sub>max</sub>) (R<sup>2</sup> &gt; 0.99, p&lt; 0.001)]. Error bars represent the standard deviation of the mean of biological triplicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>The fitted parameters derived from the rapid light curves (RLC) of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> concentrations.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="left">Treatments</th>
<th valign="middle" rowspan="2" align="left">&#x3b1;</th>
<th valign="middle" rowspan="2" align="left">rETR<sub>max</sub>
</th>
<th valign="middle" rowspan="2" align="left">E<sub>k</sub> (rETR<sub>max</sub>/&#x3b1;)</th>
</tr>
<tr>
<th valign="middle" align="left">CO<sub>2</sub>
</th>
<th valign="middle" align="left">NPs (mg L<sup>-1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left" rowspan="4">LC</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">0.15 &#xb1; 0.02<sup>d</sup>
</td>
<td valign="middle" align="left">85.00 &#xb1; 1.56<sup>c</sup>
</td>
<td valign="middle" align="left">560.28 &#xb1; 10.25<sup>d</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">0.22 &#xb1; 0.00<sup>bc</sup>
</td>
<td valign="middle" align="left">192.23 &#xb1; 15.90<sup>a</sup>
</td>
<td valign="middle" align="left">893.56 &#xb1; 73.93<sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">0.21 &#xb1; 0.00<sup>bc</sup>
</td>
<td valign="middle" align="left">166.23 &#xb1; 12.87<sup>b</sup>
</td>
<td valign="middle" align="left">789.46 &#xb1; 61.12<sup>bc</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">15</td>
<td valign="middle" align="left">0.22 &#xb1; 0.00<sup>ab</sup>
</td>
<td valign="middle" align="left">193.77 &#xb1; 4.93<sup>a</sup>
</td>
<td valign="middle" align="left">873.09 &#xb1; 22.22<sup>ab</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left" rowspan="4">HC</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">0.22 &#xb1; 0.01<sup>abc</sup>
</td>
<td valign="middle" align="left">159.77 &#xb1; 6.13<sup>b</sup>
</td>
<td valign="middle" align="left">739.66 &#xb1; 28.38<sup>c</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">0.23 &#xb1; 0.01<sup>a</sup>
</td>
<td valign="middle" align="left">175.40 &#xb1; 12.64<sup>ab</sup>
</td>
<td valign="middle" align="left">765.60 &#xb1; 55.17<sup>c</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">0.22 &#xb1; 0.00<sup>abc</sup>
</td>
<td valign="middle" align="left">159.67 &#xb1; 12.82<sup>b</sup>
</td>
<td valign="middle" align="left">737.94 &#xb1; 59.25<sup>c</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">15</td>
<td valign="middle" align="left">0.21 &#xb1; 0.01<sup>c</sup>
</td>
<td valign="middle" align="left">166.67 &#xb1; 5.36<sup>b</sup>
</td>
<td valign="middle" align="left">802.44 &#xb1; 25.79<sup>abc</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x3b1;, the initial slope of the RLC (&#x3bc;mol electrons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup> (&#x3bc;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>) <sup>&#x2212;1</sup>); rETR<sub>max</sub>, the maximum relative electron transfer rate (&#x3bc;mol electrons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>); and E<sub>k</sub>, light saturation point (&#x3bc;mol photons m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>). The data presented are the mean &#xb1; SD. One-way ANOVA (LSD test) results among the treatments are indicated by superscript letters, and the different superscripts indicate significant differences (p&lt; 0.05, n = 3).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>The response of the OJIP curve and parameters</title>
<p>The chlorophyll fluorescence intensity transitions from its minimum level (O-level) to its maximum level (P-level) through two intermediate steps, designated J and I (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). The OJIP curve&#x2019;s slope increased significantly when exposed to NPs under LC conditions, indicating that the reduction of Q<sub>A</sub> was faster (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3A</bold>
</xref>). The slope change was significantly less in <italic>P. donghaiense</italic> cultures that were exposed to NPs under HC treatments (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3B</bold>
</xref>).</p>
<p>The response mechanisms of cells to HC, NPs, and HC+NPs treatments were revealed when the relevant parameters were estimated. Compared to LC (LC0), HC (without NPs) improved F<sub>v</sub>/F<sub>m</sub> and Area but reduced V<sub>I</sub>, V<sub>J</sub>, M<sub>0</sub>, and S<sub>m</sub> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Moreover, energy transfer efficiency parameters showed an increase in response to HC, including the maximum quantum yield of primary photochemistry (&#x3c6;<sub>P0</sub>), the efficiency of a trapped exciton to move downstream (&#x3c8;<sub>0</sub>), and the probability of an absorbed photon to move downstream (&#x3c6;<sub>E0</sub>) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The parameters related to the energy flux in the reaction center indicated a decrease in response to HC, such as absorption (ABS/RC), trapping (TR<sub>0</sub>/RC), and dissipation energy (DI<sub>0</sub>/RC) per active reaction center (RC), and an increase in transport energy (ET<sub>0</sub>/RC). Furthermore, HC increased the density of the active reaction centers (RC/CS<sub>0</sub>), absorption (ABS/CS<sub>0</sub>), trapping (TR<sub>0</sub>/CS<sub>0</sub>), transport energy (ET<sub>0</sub>/CS<sub>0</sub>) per excited cross section (CS<sub>0</sub>) and photosynthetic capacity (PI<sub>ABS</sub>), but decreased the dissipation energy (DI<sub>0</sub>/CS<sub>0</sub>), significantly (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The heatmap of changes in the OJIP parameter values of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> treatments at day 7. Scale (right legend) indicates the level of positive (red, value &gt; 1) or negative (blue, value&lt; 1) correlation compared with the LC0. The value (&#x3c6;<sub>E0</sub> in LC5, 6.55) exceeding the maximum of the visible scale is represented by another deep red. LC0: LC without NPs; LC5: LC+5 mg L<sup>-1</sup> NPs; LC10: LC+10 mg L<sup>-1</sup> NPs; LC15: LC+15 mg L<sup>-1</sup>NPs; HC0: HC without NPs; HC5: HC+5 mg L<sup>-1</sup> NPs; HC10: HC+10 mg L<sup>-1</sup> NPs; HC15: HC+15 mg L<sup>-1</sup>NPs. The physiological meanings of parameters are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Variations in PI<sub>ABS</sub> of <italic>P. donghaiense</italic> under different NPs and CO<sub>2</sub> treatments at day 7. One-way ANOVA (LSD test) results among the treatments are indicated by the letters over the bars, and different letters indicate significant differences among treatments (p&lt; 0.05). Error bars represent the standard deviation of the mean of biological triplicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g006.tif"/>
</fig>
<p>In LC-treated <italic>P. donghaiense</italic>, NPs increased the F<sub>v</sub>/F<sub>m</sub>, &#x3c6;<sub>P0</sub>, &#x3c8;<sub>0</sub>, &#x3c6;<sub>E0</sub>, ET<sub>0</sub>/RC, ET<sub>0</sub>/CS<sub>0</sub>, and PI<sub>ABS</sub>, but decreased the V<sub>I</sub>, V<sub>J</sub>, M<sub>0</sub>, Area, S<sub>m</sub>, ABS/RC, TR<sub>0</sub>/RC, DI<sub>0</sub>/RC, ABS/CS<sub>0</sub>, TR<sub>0</sub>/CS<sub>0</sub>, DI<sub>0</sub>/CS<sub>0</sub> (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>). However, in contrast to LC treatments, NPs enhanced the Area, RC/CS<sub>0,</sub> and TR<sub>0</sub>/CS<sub>0</sub> in HC treatments (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>The effect of NPs on <italic>P. donghaiense</italic>
</title>
<p>The presence of NPs had a significant detrimental effect on the growth of <italic>P. donghaiense</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), which was attributed to NP-induced oxidative stress, consistent with previous studies (<xref ref-type="bibr" rid="B30">Natarajan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Sendra et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B57">Wang et&#xa0;al., 2021</xref>). SOD is an enzyme intricately linked to cellular oxygen metabolism in living organisms and protects organisms against oxidative stress. MDA is a critical byproduct of lipid peroxidation and is widely recognized as an indicator of cellular oxidative damage (<xref ref-type="bibr" rid="B10">Dong et&#xa0;al., 2020</xref>). Caro can eliminate excess ROS and inhibit lipid peroxidation (<xref ref-type="bibr" rid="B40">Rezayian et&#xa0;al., 2019</xref>), and the Caro/Chl-a ratio is a valuable indicator of non-enzymatic antioxidant capacity. In this study, NP-induced oxidative stress increased MDA levels, but the antioxidant mechanisms (SOD and Caro/Chl-a) were not enhanced (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2C</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). Therefore, NPs inhibited growth in the LC treatments due to the oxidative stress.</p>
<p>The variations in the physiological state of <italic>P. donghaiense</italic> cells in the presence of NPs were evident in the levels of Chl-a, rETR, and OJIP. Chl-a is crucial for energy capture and transfer during photosynthesis (<xref ref-type="bibr" rid="B24">Kato et&#xa0;al., 2020</xref>), and its increased content can compensate for growth by promoting photosynthesis (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). This phenomenon is one of the adaptive mechanisms of microalgae in response to external stress (e.g., NPs) (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2022</xref>). rETR<sub>max</sub> can convert absorbed light energy into chemical energy that flows into the Calvin cycle, and &#x3b1; means photosynthetic efficiency at sub-saturating irradiance (<xref ref-type="bibr" rid="B37">Raniello et&#xa0;al., 2006</xref>). The rise in rETR<sub>max</sub> and &#x3b1; also implied that the stress response in cells increased photosynthesis under the NPs stress (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Chlorophyll fluorescence transient analysis (OJIP) provides insights into several photosynthetic parameters. In the LC-treated cells, the slope of the OJIP curve increased significantly with NPs treatment, indicating that the reduction in Q<sub>A</sub> was rapid and that <italic>P. donghaiense</italic> responded vigorously to mitigate the effects of NPs (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2022</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3A</bold>
</xref>). ABS/RC, TR<sub>0</sub>/RC, and ET<sub>0</sub>/RC indicate the efficiency of light absorption, electron trapping, and electron transport per reaction center, respectively. In contrast, DI<sub>0</sub>/RC indicates the heat dissipation per reaction center (<xref ref-type="bibr" rid="B36">Rai-Kalal and Jajoo, 2021</xref>). Under NPs stress, the decrease of ABS/RC and TR<sub>0</sub>/RC but an increase of ET<sub>0</sub>/RC in LC treatments represented an improvement in the overall photochemical efficiency of primary photochemistry at the PSII reaction center of <italic>P. donghaiense</italic>, which is also manifested in the elevated levels of &#x3c6;<sub>P0</sub> (TR<sub>0</sub>/ABS), &#x3c8;<sub>0</sub> (ET<sub>0</sub>/TR<sub>0</sub>) and &#x3c6;<sub>E0</sub> (ET<sub>0</sub>/ABS) (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>). This might be attributed to the decrease in DI<sub>0</sub>/RC, which minimized the energy loss by heat dissipation per reaction center, thereby increasing the photochemical efficiency of primary photochemistry in the presence of NPs (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>). PI<sub>ABS</sub> is considered a sensitive and insightful indicator of stress and is widely used to compare primary photochemical reactions. Under NP-induced stress, PI<sub>ABS</sub> increased significantly, suggesting a notable enhancement in the photosynthetic capacity of PSII (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Although these changes reflected the stress response of cells to NPs under LC treatment, they did not alleviate NP-induced oxidative stress; therefore, the growth of <italic>P. donghaiense</italic> was significantly inhibited by NPs. Similarly, the diatom <italic>P. tricornutum</italic> also exhibited a stress response to improve photosynthesis, as reflected in the OJIP parameters and elevated Chl-a content when exposed to MPs (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2022</xref>). However, the response of microalgae to NPs is species-specific. The growth of the cyanobacteria <italic>M. aeruginosa</italic> was promoted by NPs owing to their strong antioxidant capacity and increased metabolic activity (<xref ref-type="bibr" rid="B55">Wang et&#xa0;al., 2023b</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The energy pipeline models for phenomenological fluxes (per CS<sub>0</sub>) (left) and the energy pipeline models for specific fluxes (per RC) (right). A: NPs, B: HC, C: HC+NPs. Red arrows signify an increase, blue arrows represent a decrease, and gray arrows indicate no difference. ABS/RC: Absorption per reaction center; TR<sub>0</sub>/RC: Trapping per reaction center; ET<sub>0</sub>/RC: electron transport per reaction center; DI<sub>0</sub>/RC: Dissipation per reaction center; RC/CS<sub>0</sub>: Density of the active reaction centers per cross-section; ABS/CS<sub>0</sub>: Absorption per cross-section; TR<sub>0</sub>/CS<sub>0</sub>: Trapping per cross-section; ET<sub>0</sub>/CS<sub>0</sub>: Electron transport per cross-section; DI<sub>0</sub>/CS<sub>0</sub>: Dissipation per cross-section.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1494930-g007.tif"/>
</fig>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The effect of OA on <italic>P. donghaiense</italic>
</title>
<p>The accelerated growth of <italic>P. donghaiense</italic> under OA (indicated by HC) conditions could be attributed to enhanced photosynthesis. The photosynthetic capacity (PI<sub>ABS</sub>), photochemical efficiency (&#x3c6;<sub>P0</sub>, &#x3c8;<sub>0,</sub> and &#x3c6;<sub>E0</sub>), and photosynthetic efficiency (&#x3b1;) were all enhanced by HC compared with their efficiency under LC treatment, respectively (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>, <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The increase in the number of active reaction centers (RC/CS<sub>0</sub>) enhanced the efficient transfer of the maximum absorbed light energy to these centers (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>). This increase can be attributed to improved association between light harvesting center II (LHC II) and the PSII complex, resulting in enhanced electron flow from Q<sub>A</sub> to Q<sub>B</sub> in response to HC (<xref ref-type="bibr" rid="B36">Rai-Kalal and Jajoo, 2021</xref>). The significantly increased TR<sub>0</sub>/CS<sub>0</sub> and ET<sub>0</sub>/CS<sub>0</sub> under HC suggested a heightened energy flux per cross-section available for photosynthesis. This phenomenon may be attributed to a decrease in heat dissipation (DI<sub>0</sub>/CS<sub>0</sub>), which improved the efficiency of photosynthetic energy utilization (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>). The enhanced rETR<sub>max</sub> more effectively converted the absorbed light energy into chemical energy that flowed into the Calvin cycle (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Furthermore, HC decreases the allocation of electron transport to photorespiration and increases electron flow to Rubisco carboxylation, improving the efficiency of carbon concentration mechanisms (CCMs) (<xref ref-type="bibr" rid="B42">Robredo et&#xa0;al., 2010</xref>). The HC allows for 20% energy savings through downregulation of the CCMs (<xref ref-type="bibr" rid="B19">Hopkinson et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B47">Shi et&#xa0;al., 2015</xref>), which is expected to further stimulate growth (<xref ref-type="bibr" rid="B12">Fu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">Ou et&#xa0;al., 2017</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) and photosynthetic rate (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B9">Dason et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B56">Wang et&#xa0;al., 2023c</xref>) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>The combined effect of OA and NPs on <italic>P. donghaiense</italic>
</title>
<p>OA (HC) not only enhanced growth but also mitigated the adverse effects of NPs on <italic>P. donghaiense</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Higher growth and less NP-induced inhibition were observed in the HC+NPs than in the LC+NPs (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Under HC conditions, the heightened photosynthetic activity provided substantial energy to the cells, facilitating the functioning of the antioxidant system and thereby alleviating the oxidative stress induced by NPs (<xref ref-type="bibr" rid="B39">Ren et&#xa0;al., 2023</xref>), as indicated by increased SOD activity and decreased MDA content (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Therefore, the cells maintained internal homeostasis, which was reflected in the relatively minor variations in OJIP parameters (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) and PI<sub>ABS</sub> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) compared with these parameters in LC. The unaltered parameters of &#x3b1;, rETR<sub>max</sub>, &#x3c6;<sub>P0</sub>, &#x3c8;<sub>0,</sub> and &#x3c6;<sub>E0</sub> (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) in HC treatment indicated that, in the presence of adequate cellular energy, the energy transfer efficiency did not display compensatory increments in photosynthesis under NPs, which was contradictory to the situation observed under LC. Similarly, OA can enhance the antioxidant capacity of microalgae to alleviate the adverse effects of environmental pollutants, such as cadmium (<xref ref-type="bibr" rid="B10">Dong et&#xa0;al., 2020</xref>), copper (<xref ref-type="bibr" rid="B62">Xu et&#xa0;al., 2022</xref>), and CuO (<xref ref-type="bibr" rid="B54">Wang et&#xa0;al., 2023a</xref>).</p>
<p>Under the impacts of climate change (e.g., OA) and environmental pollution (e.g., NPs), the occurrence of HAB has increased worldwide. Over the last two decades (2003&#x2013;2020), the global extent of areas affected by blooms expanded by 13.2% (3.97 million km<sup>2</sup>), and the frequency of global bloom outbreaks increased by 59.2% (<xref ref-type="bibr" rid="B8">Dai et&#xa0;al., 2023</xref>). Considering the Pacific coast of East Asia, including Chinese coastal waters, HAB have a significant deleterious influence on aquaculture and the ecological environment (<xref ref-type="bibr" rid="B44">Sakamoto et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B65">Yu et&#xa0;al., 2023</xref>). Since 1980, approximately 1622 algal blooms have been recorded in Chinese coastal waters (<xref ref-type="bibr" rid="B44">Sakamoto et&#xa0;al., 2021</xref>), with a growth rate of 40 &#xb1; 4% per decade (<xref ref-type="bibr" rid="B60">Xiao et&#xa0;al., 2019</xref>). Furthermore, climate change and environmental pollutants have a combined effect on HAB. OA alleviated the NPs-induced adverse effects and even completely diminished the inhibitory effects of NPs at &#x2264; 1 &#xd7; 10<sup>13</sup> NP particles L<sup>-1</sup>. The concentrations of NPs used in the experiments are much higher than those found in the natural environment, such as those in the Southern China Sea (about 2.2 items L<sup>&#x2212;1</sup>) and the northern Gulf of Mexico (74 items L<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B58">Wang et&#xa0;al., 2022</xref>). If these data are extrapolated to natural conditions, the effects of NPs on HAB in future OA scenarios can be disregarded as long as the NPs do not have more than 1 &#xd7; 10<sup>13</sup> particles L<sup>&#x2212;1</sup>. It can be assumed that HAB species can continuously bloom and threaten coastal communities and public health under future ocean conditions.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>This study reveals the response of the HAB species <italic>P.&#xa0;donghaiense</italic> to NPs under OA conditions. NPs inhibited the growth of <italic>P. donghaiense</italic> by inducing oxidative stress, whereas OA promoted cell growth and alleviated NP-induced inhibitory effects by enhancing photosynthetic capacity. Therefore, this study provided a new insight that the combined effect of OA and NPs may promote the formation of HAB in future environments, thereby posing adverse impacts on marine ecosystems and public health.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>YZ: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Visualization, Validation, Supervision, Software, Resources, Project administration, Methodology, Investigation, Formal analysis, Data curation, Conceptualization. QL: Writing &#x2013; review &amp; editing, Software, Project administration, Methodology, Investigation, Data curation. YY: Writing &#x2013; review &amp; editing, Supervision, Project administration, Methodology, Investigation, Data curation. YX: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Validation, Supervision, Resources, Project administration, Data curation. HC: Writing &#x2013; review &amp; editing, Software, Investigation, Data curation, Conceptualization. XF: Writing &#x2013; review &amp; editing, Visualization, Software, Project administration, Investigation. RG: Writing &#x2013; review &amp; editing, Writing &#x2013; original&#xa0;draft, Software, Investigation, Funding acquisition, Conceptualization. WG: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Supervision, Resources, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by Zhejiang Provincial Natural Science Foundation of China under Grant No. ZCLY24D0601, the Research Program of Wenzhou Science &amp; Technology Bureau No. N20220007, the Key Discipline of Zhejiang Province in Medical Technology (First Class, Category A). RG received funding from CONICET (PIP11220150100706) and FONCyT (PICT 2018-03992).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The image drawing process was supported by Figdraw. Furthermore, we would like to thank the reviewers whose comments and suggestions helped improve this manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<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>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" 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/fmars.2024.1494930/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2024.1494930/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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