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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.2023.1203399</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Understanding nitrogen dynamics in coral holobionts: comprehensive review of processes, advancements, gaps, and future directions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Moyang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1881941"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sheng</surname>
<given-names>Hua-Xia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1179520"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dai</surname>
<given-names>Mengyao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2311474"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kao</surname>
<given-names>Shuh-Ji</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/648225"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Marine Environmental Sciences, College of Ocean and Earth Science, Xiamen University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wei Jiang, Guangxi University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Christine Ferrier-Pag&#xe8;s, Centre Scientifique de Monaco, Monaco; Hao Jiang, Chinese Academy of Sciences (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Shuh-Ji Kao, <email xlink:href="mailto:sjkao@xmu.edu.cn">sjkao@xmu.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1203399</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Li, Sheng, Dai and Kao</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Li, Sheng, Dai and Kao</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>Coral reefs are known for being highly productive ecosystems in oligotrophic oceans, which is commonly referred to as the Darwin&#x2019;s Paradox. Nitrogen is an essential component of organisms, but it limits primary productivity in most euphotic ocean, including the coral reef system. Therefore, understanding nitrogen&#x2019;s transfer and transformation within the coral holobiont is essential to comprehend the holobiont homeostasis and functioning mechanisms, which may help to explain the Darwin&#x2019;s Paradox. Previous studies have pointed out the fundamental importance of nitrogen cycling between coral host and symbiotic algae. Recently, increasing researches, particularly in quantitative aspect, have significantly improved our understandings of the various roles of nitrogen pathways in regulating the inter-relationship among coral host and symbiotic algae and the associated microbiome. In this paper, we synthesized knowledge advances of different nitrogen processes in coral holobionts standing on the nitrogen cycle perspective. We extracted consensus and contradictions from published research results regarding nitrogen flows of coral holobiont. This review presented the temporal and spatial variation of nitrogen fixation and analyzed the global nitrogen processes rates in coral holobionts. We also summarized projections of specific nitrogen processes of coral holobionts facing climate change from limited reports. We realized that there are significant gaps in our understanding of nitrogen processes in coral holobionts, which hindering our comprehension of nitrogen balance in coral holobionts and, therefore, the coral reef systems. These gaps include the roles and relative importance of nitrification, denitrification, and DNRA in coral holobionts, as well as the self-regulation mechanisms to maintain nitrogen-homeostasis in short-term and long-term, particularly in the context of environmental changes. At the end, we provide our opinions on research methods regarding quantitative coral research in the future.</p>
</abstract>
<kwd-group>
<kwd>coral holobiont</kwd>
<kwd>nitrogen</kwd>
<kwd>quantification</kwd>
<kwd>symbiosis</kwd>
<kwd>diazotroph</kwd>
</kwd-group>
<contract-num rid="cn001">41721005, 92058204, 92251306, 41890802</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="227"/>
<page-count count="16"/>
<word-count count="8851"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Coral Reef Research</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Coral reefs are thriving ecosystems in oligotrophic seas, similar to an oasis in the desert. This phenomenon was first noticed by Darwin (<xref ref-type="bibr" rid="B97">Kleypas et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B135">O'neil and Capone, 2008</xref>; <xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>). There are two main hypotheses for explaining this paradox (<xref ref-type="bibr" rid="B135">O'neil and Capone, 2008</xref>; <xref ref-type="bibr" rid="B25">Brandl et&#xa0;al., 2019</xref>). Firstly, external input of &#x2018;new nutrients&#x2019;, such as the supply from nitrogen fixation (<xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B164">Roth et&#xa0;al., 2020</xref>), upwelling (<xref ref-type="bibr" rid="B6">Andrews and Gentien, 1982</xref>; <xref ref-type="bibr" rid="B165">Rougerie et&#xa0;al., 1992</xref>), groundwater (<xref ref-type="bibr" rid="B200">Umezawa et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B207">Wang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B136">Oehler et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B183">Silbiger et&#xa0;al., 2020</xref>), and seabird-producing nutrients (<xref ref-type="bibr" rid="B185">Smith and Johnson, 1995</xref>; <xref ref-type="bibr" rid="B170">Savage, 2019</xref>), can facilitate the growth of corals and the expansion of coral reefs. Secondly, the efficient internal energy utilization and nutrient cycling, e.g., recycling and utilization by different communities tightly connected in coral holobionts (<xref ref-type="bibr" rid="B132">Muscatine and Porter, 1977</xref>) and coral reef ecosystems (<xref ref-type="bibr" rid="B44">de Goeij et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B25">Brandl et&#xa0;al., 2019</xref>), promote self-sustainability of the system. Since nitrogen is the critical limiting nutrient in oligotrophic sunlit ocean (<xref ref-type="bibr" rid="B57">Falkowski, 1997</xref>; <xref ref-type="bibr" rid="B128">Moore et&#xa0;al., 2013</xref>), understanding the supply, availability, and cycling of nitrogen in coral holobionts and coral reefs is essential to resolve the Darwin&#x2019;s paradox and to predict the future of coral reef systems under global change.</p>    <p>Reef-building coral is an animal that scarcely survive on its own. The coral holobiont, a meta-organism consisting of coral host, symbiotic algae, fungi, bacteria, archaea, and viruses (<xref ref-type="bibr" rid="B209">Wegley et&#xa0;al., 2007</xref>), forms a complex system with intricate interactions. The symbiotic relationship between the coral host and symbiotic algae is fundamental for the holobiont, and the nitrogen-limited microenvironment created by coral holobiont is crucial for maintaining this relationship (<xref ref-type="bibr" rid="B130">Muscatine et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B28">Burkepile et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B163">Roberty et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B162">Rivera and Davies, 2021</xref>). In addition, there are abundant nitrogen-associated functional microorganisms living in coral holobionts (<xref ref-type="bibr" rid="B96">Kimes et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B24">Bourne et&#xa0;al., 2016</xref>), which create a network to maintain the internal nitrogen balance (<xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>) and productivity (<xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>) of coral holobionts. Studies have shown that nitrogen is one of the key elements for the regulation among components within the coral holobiont (<xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B62">Ferrier-Pag&#xe8;s et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B162">Rivera and Davies, 2021</xref>). Therefore, it is necessary to elucidate and discuss from a system perspective the nitrogen transfer and transformation occurring among these components in coral holobionts.</p>
<p>In 2015, R&#xe4;decker et&#xa0;al. summarized the contemporary knowledge of the nitrogen cycle in coral holobionts (<xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>). However, there are amounts of significant progresses about nitrogen cycle in coral holobionts, especially in the quantitative aspect and the responses to environmental change after 2015, greatly promoting our understanding in this field. Given the advances after their review, this review compiles quantitative data of coral holobionts&#x2019; nitrogen processes globally and examines the consistent and inconsistent research results for different nitrogen processes. Additionally, we discuss the nitrogen flow through coral holobionts and the response of nitrogen pathways in coral holobionts to global change. Here we review and reexamine current knowledges and try to expand our understanding about the nitrogen dynamics within coral holobiont from a system perspective. Finally, we suggested specific areas for future research to fill the knowledge gaps in coral ecosystems and propose opinions on research methods for quantitative coral studies.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Dynamic environmental gradients in the coral ecosystem and holobiont</title>
<p>Despite the serene appearance of the transparent ocean, the chemical and physical properties of coral habitat are highly dynamic. Corals are subject to a range of physical and hydrodynamic forces, including light, waves, tides, storms, and riverine discharges, which combined with biological feedbacks create strong and constantly shifting environmental gradients for chemicals, such as dissolved oxygen (DO), partial pressure of carbon dioxide (pCO<sub>2</sub>), and pH both inside and outside the coral. These gradients provide distinctive conditions for microorganisms associated with various nitrogen pathways, meanwhile, the dynamic change in gradients regulate the pathways and intensity of nitrogen cycling in coral holobionts.</p>
<p>Diel light cycles are the most prominent forcing in coral habitats, with the light intensity changing significantly as it passes through the coral tissue. As much as 90% - 99% of photosynthetically active radiation (PAR) is absorbed or scattered before it reaches the coral skeleton (<xref ref-type="bibr" rid="B172">Schlichter et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B114">Magnusson et&#xa0;al., 2007</xref>), which not only affects the assimilation of nutrients (<xref ref-type="bibr" rid="B48">Domotor and Delia, 1984</xref>; <xref ref-type="bibr" rid="B59">Falkowski et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B3">Almoghrabi et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B78">Grover et&#xa0;al., 2002</xref>) and carbon transfer efficiency between the coral symbiont and coral host (<xref ref-type="bibr" rid="B197">Tremblay et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B54">Ezzat et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B206">Wall et&#xa0;al., 2020</xref>), but also regulates many light-sensitive nitrogen processes such as ammonia oxidation and nitrite oxidation (<xref ref-type="bibr" rid="B87">Horrigan et&#xa0;al., 1981</xref>; <xref ref-type="bibr" rid="B138">Olson, 1981</xref>; <xref ref-type="bibr" rid="B88">Horrigan and Springer, 1990</xref>; <xref ref-type="bibr" rid="B81">Guerrero and Jones, 1996</xref>). Hydrodynamic force also plays a crucial role in shaping the coral reef environment. While extreme weather events can physically damage coral reefs, regular hydrodynamics, such as waves and tides, which corals encountered every day can shape the reefs&#x2019; environmental properties, and associated with biogeochemical processes closely, for example, by imperceptible diffusion and sensible advection of nutrients.</p>
<p>The chemical property of coral ecosystems is largely controlled by benthos. Diel light cycles primarily control the photosynthesis and respiration of benthos, which in turn modulates DO and pCO<sub>2</sub> cycles (<xref ref-type="bibr" rid="B94">Jiang et&#xa0;al., 2011</xref>). Meanwhile, tidal cycles and episodic storm events tune the degree of water exchange between coral habitat and surrounding surface and subsurface waters with varying chemical and physical property, such as DO, pCO<sub>2</sub>, pH, nutrients, and temperature. Accordingly, coral habitats experience vigorous oxygen fluctuations over diel and tidal cycles, with diurnal variations in oxygen saturation from 200% at dusk to 50% at dawn (<xref ref-type="bibr" rid="B187">Sournia, 1976</xref>; <xref ref-type="bibr" rid="B79">Guadayol et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B134">Nelson and Altieri, 2019</xref>). These fluctuations are particularly pronounced in atolls and lagoons, where oxygen exchange is weak due to the temporal decoupling of oxygen consumption by abundant organisms&#x2019; respiration and diel photosynthesis. Reasonably, the range of DO variation in coral is much larger, particularly in its diffusive boundary layer, than that in the ambient seawater (<xref ref-type="bibr" rid="B177">Shashar et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B208">Wangpraseurt et&#xa0;al., 2012</xref>). The main cause is the temporal decoupling between the photosynthetic oxygen production by symbiont algae in the day and the overall oxygen consumption of the holobiont throughout the day (<xref ref-type="bibr" rid="B177">Shashar et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B135">O'neil and Capone, 2008</xref>). In addition, the production of organic-rich mucus by corals on a daily basis (<xref ref-type="bibr" rid="B211">Wild et&#xa0;al., 2004</xref>) obstructs the diffusion of oxygen and accelerates microbial respiration on the coral surface, creating an low oxygen microenvironment (<xref ref-type="bibr" rid="B161">Ritchie and Smith, 2004</xref>). Meanwhile, hypoxia is also frequently observed in the coral gastric cavity where water exchange is limited (<xref ref-type="bibr" rid="B1">Agostini et&#xa0;al., 2011</xref>). Oxygen not only affects the oxygen consumption pattern of coral in turn (<xref ref-type="bibr" rid="B91">Hughes et&#xa0;al., 2022</xref>), but also regulates the path and intensity of nitrogen processes sensitive to redox.</p>
<p>Similar to oxygen, coral reefs are also subject to temporally decoupled diel and tidal cycles on pCO<sub>2</sub> and pH, which is opposite to oxygen due to photosynthesis and respiration of multiple communities (<xref ref-type="bibr" rid="B94">Jiang et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B93">Jiang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B67">George and Lugendo, 2023</xref>). Furthermore, microenvironments with unique pH have been detected in coral holobionts, such as the calcifying fluid under calicoblastic epithelium, where the pH is 0.5-1.9 units higher than the surrounding water due to the active proton pump (<xref ref-type="bibr" rid="B159">Ries, 2011</xref>; <xref ref-type="bibr" rid="B203">Venn et&#xa0;al., 2011</xref>). Conversely, the pH in the semi-enclosed gastric cavity is lower than the ambient condition (<xref ref-type="bibr" rid="B1">Agostini et&#xa0;al., 2011</xref>). As pH can regulate the <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> availability and enzymes activity (<xref ref-type="bibr" rid="B189">Stein et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B142">Park and Bae, 2009</xref>; <xref ref-type="bibr" rid="B18">Beman et&#xa0;al., 2011</xref>), it plays a direct role in driving <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>-related nitrogen reaction chains.</p>
<p>Significant nutrient gradients have been reported between inside and outside corals (<xref ref-type="bibr" rid="B160">Risk and Muller, 1983</xref>; <xref ref-type="bibr" rid="B171">Schiller and Herndl, 1989</xref>; <xref ref-type="bibr" rid="B1">Agostini et&#xa0;al., 2011</xref>). For example, nutrient concentrations are even hundreds of times higher in corals&#x2019; gastric cavity and porewater than that in ambient seawater (<xref ref-type="bibr" rid="B1">Agostini et&#xa0;al., 2011</xref>). Regardless the mechanisms, the availability of nitrogen directly affects the activities of nitrogen-related microorganisms and thus the symbiotic relationship between the coral host and its symbiotic microorganisms.</p>
<p>Overall, coral reef environmental parameters change strongly due to tidal-induced exchange or storm-induced riverine influence superimposed onto the diurnal variation of light-induced DO, pCO<sub>2</sub> and pH fluctuations. Such fluctuations of environmental may become more intense in the future due to the intensification of global warming, acidification, eutrophication, and hypoxia. These changes may promote coral adaptability (<xref ref-type="bibr" rid="B137">Oliver and Palumbi, 2011</xref>; <xref ref-type="bibr" rid="B37">Comeau et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B141">Palumbi et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B175">Schoepf et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B166">Safaie et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B111">Lima et&#xa0;al., 2022</xref>), sellect corals with stronger adaptability (<xref ref-type="bibr" rid="B73">Grottoli et&#xa0;al., 2014</xref>), and/or affect the health of coral host and symbionts, shaking the stability and development of coral reef ecosystems. However, answering this question is still challenging due to the intricate interaction of climate change and adaptive capacity (<xref ref-type="bibr" rid="B112">Logan et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Fundamental nutrition supplies for coral holobiont <italic>via</italic> hosts&#x2019; heterotrophy and symbiotic algae&#x2019; mixotrophy</title>
<p>Hosts&#x2019; heterotrophy and symbiotic algae&#x2019; mixotrophy are two essential pathways for coral holobiont to acquire nutrients. The proportion of the two pathways varies depending on nutrient regimes, environmental conditions and symbiotic algae type (<xref ref-type="bibr" rid="B130">Muscatine et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B78">Grover et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B11">Baker et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B102">Leal et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B54">Ezzat et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B65">Fox et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Ferrier-Pag&#xe8;s et&#xa0;al., 2021</xref>), highlighting the trophic flexibility of coral holobionts under varying or stressful conditions.</p>
<p>In oligotrophic seas, dissolved inorganic nitrogen (DIN) is limited, making heterotrophy a vital pathway for many corals (<xref ref-type="bibr" rid="B116">Martinez et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B151">Pupier et&#xa0;al., 2021</xref>). Heterotrophic path can satisfy 15% - 50% of corals&#x2019; daily metabolism, and this proportion can further increase up to 100% for bleaching corals (<xref ref-type="bibr" rid="B89">Houlbreque and Ferrier-Pages, 2009</xref>; <xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B149">Price et&#xa0;al., 2021</xref>). Actually, the plasticity and resilience of heterotrophy for corals are crucial in stress resistance, bleaching, and recovery (<xref ref-type="bibr" rid="B71">Grottoli et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B196">Tremblay et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B123">Meunier et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B157">Radice et&#xa0;al., 2022</xref>), whether the stressor is thermal (<xref ref-type="bibr" rid="B113">Lyndby et&#xa0;al., 2020</xref>) or high-CO<sub>2</sub> (<xref ref-type="bibr" rid="B174">Schoepf et&#xa0;al., 2013</xref>). Meanwhile, through heterotrophic feeding, coral hosts can acquire nitrogen, which is deficient in organic substances provided by symbiotic algae (<xref ref-type="bibr" rid="B58">Falkowski et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B29">Burriesci et&#xa0;al., 2012</xref>).</p>
<p>Coral hosts have the ability to ingest different types of organic matter, including live particulate organic matter (POM) (<xref ref-type="bibr" rid="B158">Ribes et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B198">Tremblay et&#xa0;al., 2011</xref>), detrital particulate organic matter (<xref ref-type="bibr" rid="B7">Anthony, 1999</xref>; <xref ref-type="bibr" rid="B8">Anthony, 2000</xref>), and dissolved organic matter (DOM) (<xref ref-type="bibr" rid="B108">Levas et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B109">Levas et&#xa0;al., 2015</xref>). Among these, the ingestion of POM, such as zooplankton (<xref ref-type="bibr" rid="B140">Palardy et&#xa0;al., 2008</xref>), picoplankton, and nanoplankton (<xref ref-type="bibr" rid="B83">Hoadley et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>), has been widely studied. The contribution of heterotrophic feeding on zooplankton to the corals&#x2019; total fixed carbon budget appears to be highly species-specific, ranging from less than 4% (<xref ref-type="bibr" rid="B73">Grottoli et&#xa0;al., 2014</xref>) to as much as 46% (<xref ref-type="bibr" rid="B140">Palardy et&#xa0;al., 2008</xref>). While the relationship between bleaching events and heterotrophic feeding on zooplankton in corals is complex and not yet fully understood. Some cases show an increase in heterotrophic feeding on zooplankton during bleaching, while others do not (<xref ref-type="bibr" rid="B71">Grottoli et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B140">Palardy et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B73">Grottoli et&#xa0;al., 2014</xref>). Additionally, some studies suggest that differences in heterotrophic plasticity between single and repeat bleaching corals may explain the observed differences (<xref ref-type="bibr" rid="B73">Grottoli et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B109">Levas et&#xa0;al., 2015</xref>). As for pico- and nanoplankton, a major source of nitrogen for coral reef communities, there has been increased attention on coral&#x2019;s selective ingestion of pico- and nanoplankton in recent years, especially regarding coral acclimation under stress. For example, Meunier (<xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>) found that some corals feed more on <italic>Synechococcus</italic> than <italic>Prochlorococcus</italic> and picoeukaryotes in bleaching or in high pCO<sub>2</sub> conditions. They attributed such selective ingestion to higher nitrogen demand for physiological stress reliefs, as <italic>Synechococcus</italic> contains higher nitrogen content (<xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>). Corals can also selectively ingest diazotrophs to relieve stress (<xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>), which are abundant in coral reefs (<xref ref-type="bibr" rid="B64">Foster et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B199">Turk-Kubo et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B121">Messer et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Bonnet et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B120">Messer et&#xa0;al., 2017</xref>). Actually, nitrogen sourced from heterotrophic feeding on diazotrophs (the host&#x2019;s heterotrophy) can be even up to a thousand times higher than that from symbiotic N<sub>2</sub> fixation (N<sub>2</sub> fixation process), regardless of stresses, for some corals (<xref ref-type="bibr" rid="B122">Meunier et&#xa0;al., 2021a</xref>). N<sub>2</sub> fixation will be discussed further in section 4. Coral hosts&#x2019; assimilation of DIN (coral hosts&#x2019; autotrophy) will not be discussed since the <inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> uptake rate by coral hosts is negligible (<xref ref-type="bibr" rid="B144">Pernice et&#xa0;al., 2012</xref>) and <inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is often thought to be assimilated by symbiotic algae only (<xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>).</p>
<p>Besides the heterotrophy, symbiotic algae&#x2019; mixotrophy is another vital pathway for coral holobionts to acquire nitrogen (<xref ref-type="bibr" rid="B77">Grover et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B100">Krueger et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B46">Diroberts et&#xa0;al., 2021</xref>), in the forms of DIN and partly micromolecular DON (e. g. urea and some amino acids) (<xref ref-type="bibr" rid="B212">Wilkerson and Trench, 1986</xref>; <xref ref-type="bibr" rid="B76">Grover et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B77">Grover et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B144">Pernice et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B115">Martinez et&#xa0;al., 2022</xref>). Although symbiotic algae preferred DIN obviously (<xref ref-type="bibr" rid="B77">Grover et&#xa0;al., 2008</xref>), DON uptake cannot be ignored, as Renaud Grover found that the uptake rate of DON accounts for 1/4 of total nitrogen demand in the scleractinian coral <italic>Stylophora pistillata</italic> (<xref ref-type="bibr" rid="B76">Grover et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B77">Grover et&#xa0;al., 2008</xref>). Symbiotic algae showed different affinities for DIN species (<xref ref-type="bibr" rid="B48">Domotor and Delia, 1984</xref>; <xref ref-type="bibr" rid="B75">Grover et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B46">Diroberts et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B110">Li et&#xa0;al., 2021</xref>), among which <inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is highly preferred due to energy-saving. Moreover, the uptake of DIN by symbiotic algae is a quick process (within an hour), as evidenced by using nanoscale secondary ion mass spectrometry (NanoSIMS) (<xref ref-type="bibr" rid="B144">Pernice et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B98">Kopp et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B103">Lema et&#xa0;al., 2016</xref>), a powerful tool to visualize and quantify simultaneously the (sub) cellular-level nitrogen dynamic processes.</p>
<p>Coral habitats face various environmental stressors such as warming, acidification, and eutrophication, which have been extensively studied for their impacts on coral physiology, particularly photosynthesis and calcification (<xref ref-type="bibr" rid="B195">Towle et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B184">Simancas-Giraldo et&#xa0;al., 2021</xref>). However, the impact of these stressors on nitrogen assimilation has often been overlooked. Emerging evidences show that environmental stressors may modulate the pathway allocation of nitrogen sourced from the hosts&#x2019; heterotrophy and symbiotic algae&#x2019; mixotrophy, thus altering the symbiotic relationship between the symbiotic algae and coral host. Coral holobionts can adapt to moderately high level of nutrient enrichment (<xref ref-type="bibr" rid="B100">Krueger et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B47">Dobson et&#xa0;al., 2021</xref>), but nutrient levels exceeding the threshold can cause a drop in coral physiological functions, leading to bleaching or even mortality (<xref ref-type="bibr" rid="B133">Nalley et&#xa0;al., 2023</xref>). Different forms of excess nitrogen have differential impacts on coral physiology (<xref ref-type="bibr" rid="B176">Shantz and Burkepile, 2014</xref>; <xref ref-type="bibr" rid="B28">Burkepile et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B61">Fernandes De Barros Marangoni et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B46">Diroberts et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B226">Zhao et&#xa0;al., 2021</xref>). For example, <inline-formula>
<mml:math display="inline" id="im6">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> makes coral bleach more frequently relative to <inline-formula>
<mml:math display="inline" id="im7">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and urea, likely due to the <inline-formula>
<mml:math display="inline" id="im8">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> induced oxidative stress (<xref ref-type="bibr" rid="B28">Burkepile et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B61">Fernandes De Barros Marangoni et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B22">Blanckaert et&#xa0;al., 2021</xref>).</p>
<p>It is believed that food supply helped in preventing damage to the coral physiology performance. In response to deviations in temperature or pH levels, corals can adjust their heterotrophic feeding and inorganic nutrient acquisition to help counteract these adverse effects (<xref ref-type="bibr" rid="B63">Ferrier-Pages et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B90">Houlbreque et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B195">Towle et&#xa0;al., 2015</xref>). However, the extent to which these responses occur may vary depending on factors such as coral species (<xref ref-type="bibr" rid="B63">Ferrier-Pages et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B56">Ezzat et&#xa0;al., 2016</xref>), symbiotic algae clade (<xref ref-type="bibr" rid="B11">Baker et&#xa0;al., 2013</xref>), stress history (<xref ref-type="bibr" rid="B194">Towle et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B68">Gibbin et&#xa0;al., 2018</xref>), and synergistic control of multiple environmental factors (<xref ref-type="bibr" rid="B70">Godinot et&#xa0;al., 2011</xref>). For example, high pCO<sub>2</sub> can significantly reduce the acquisition of organic nutrients such as dissolved free amino acids and zooplankton (<xref ref-type="bibr" rid="B90">Houlbreque et&#xa0;al., 2015</xref>). While Towle et&#xa0;al. show corals experienced ocean acidification have a higher feeding rate. Nowadays, more experiments were conducted to study the combined effects of environmental stressors (<xref ref-type="bibr" rid="B49">Donovan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B22">Blanckaert et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B112">Logan et&#xa0;al., 2021</xref>). For example, excess nitrogen will increase the susceptibility of bleaching under thermal stress (<xref ref-type="bibr" rid="B28">Burkepile et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B49">Donovan et&#xa0;al., 2020</xref>), while additional application of low levels of ultra-violet radiation may relax the deleterious effects of heat and nutrients (<xref ref-type="bibr" rid="B22">Blanckaert et&#xa0;al., 2021</xref>).</p>
<p>Overall, the drastic changes of hosts&#x2019; heterotrophic and symbiotic algae&#x2019; mixotrophic pathways will shake the foundation of coral holobionts. However, coral holobionts have demonstrated remarkable trophic flexibility and adaptability, suggesting that management and restoration of coral reefs are still feasible. A deeper understanding of the nutritional requirements of the coral holobiont is essential for developing more effective management strategies for coral reefs.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Nitrogen introduced from nitrogen fixation to coral holobionts</title>
<p>Nitrogen fixation is an important pathway for supplying supplementary nitrogen to coral systems, with cyanobacteria and heterotrophic bacteria being the key player (<xref ref-type="bibr" rid="B186">Sohm et&#xa0;al., 2011</xref>). If coral-associated diazotrophs conduct N<sub>2</sub> fixation, it is a symbiotic process that can satisfy even up to 10% of symbiotic algae&#x2019;s nitrogen requirements (<xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B14">Bednarz et&#xa0;al., 2017</xref>). Such additional nitrogen is crucial for the survival and growth of autotrophic corals (<xref ref-type="bibr" rid="B147">Pogoreutz et&#xa0;al., 2017b</xref>).</p>
<sec id="s4_1">
<label>4.1</label>
<title>Measurements of nitrogen fixation for coral holobionts</title>
<p>Over the years, the acetylene reduction assay (ARA) has been widely used to quantify N<sub>2</sub> fixation of coral holobiont due to its easy operation and low cost (<xref ref-type="bibr" rid="B38">Crossland and Barnes, 1976</xref>; <xref ref-type="bibr" rid="B213">Williams et&#xa0;al., 1987</xref>; <xref ref-type="bibr" rid="B178">Shashar et&#xa0;al., 1994a</xref>; <xref ref-type="bibr" rid="B179">Shashar et&#xa0;al., 1994b</xref>; <xref ref-type="bibr" rid="B42">Davey et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B105">Lesser et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B152">R&#xe4;decker et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B13">Bednarz et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Cardini et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B34">Cardini et&#xa0;al., 2016b</xref>; <xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>). However, ARA cannot provide DDN (Diazotroph-Derived Nitrogen) measurement because its measurement object is C<sub>2</sub>H<sub>4</sub> gas derived from the whole coral holobiont in the incubator. Grover et&#xa0;al. were the first to use the <sup>15</sup>N tracer method (the bubble method (<xref ref-type="bibr" rid="B127">Montoya et&#xa0;al., 1996</xref>)) to measure the symbiotic N<sub>2</sub> fixation rates of coral holobionts (<xref ref-type="bibr" rid="B74">Grover et&#xa0;al., 2014</xref>). The <sup>15</sup>N tracer method not only provides net N<sub>2</sub> fixation rates but also enables to trace the fate and assimilation of DDN within different coral compartments. Currently, there are three protocols to measure N<sub>2</sub> fixation using <sup>15</sup>N<sub>2</sub> tracer: the bubble method, dissolution method, and the modified bubble method (reviewed in (<xref ref-type="bibr" rid="B214">Wilson et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B210">White et&#xa0;al., 2020</xref>)). However, the bubble method underestimates the N<sub>2</sub> fixation rates seriously due to the slow N<sub>2</sub> dissolution. While the modified bubble method is less preferred since it requires shaking incubator, which may interfere coral activity. Therefore, the most popular method is the dissolution method. Inevitably, the dissolution method has the potential to introduce trace metal contamination and alter pH and alkalinity, which can bias the results (<xref ref-type="bibr" rid="B210">White et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Temporal and spatial variability of nitrogen fixation in coral holobionts</title>
<p>N<sub>2</sub> fixation of coral holobionts have temporal and spatial variation. From temporal aspect, diazotrophs (<xref ref-type="bibr" rid="B104">Lema et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B224">Zhang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B31">Cai et&#xa0;al., 2018</xref>) and N<sub>2</sub> fixation rates (<xref ref-type="bibr" rid="B13">Bednarz et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Cardini et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>) in coral holobiont show significant seasonal variation regulated by environmental factors. For example, in summer season with lower DIN supply and stronger light relative to winter, the rates of N<sub>2</sub> fixation in coral holobionts are higher correspondingly (<xref ref-type="bibr" rid="B13">Bednarz et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Cardini et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B31">Cai et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B193">Tong et&#xa0;al., 2020</xref>). An opposite case presented by Bednarz (<xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>) showed that N<sub>2</sub> fixation is detectable in winter under opposite environmental conditions, but not detected in summer, suggesting extra factors, such as food availability may also influence coral holobionts&#x2019; N<sub>2</sub> fixation.</p>
<p>Besides seasonality, diel light cycle also modulates N<sub>2</sub> fixation of coral holobionts. Most research results show higher N<sub>2</sub> fixation rates in the light compared with the dark (<xref ref-type="bibr" rid="B38">Crossland and Barnes, 1976</xref>; <xref ref-type="bibr" rid="B213">Williams et&#xa0;al., 1987</xref>; <xref ref-type="bibr" rid="B178">Shashar et&#xa0;al., 1994a</xref>; <xref ref-type="bibr" rid="B152">R&#xe4;decker et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B34">Cardini et&#xa0;al., 2016b</xref>; <xref ref-type="bibr" rid="B224">Zhang et&#xa0;al., 2016</xref>), yet, the light stimulation is likely indirect. More specifically, light provide energy for photosynthesis in algae, and the supply of photosynthate promotes N<sub>2</sub> fixation of heterotrophic bacterial diazotrophs (HBDs) subsequently (<xref ref-type="bibr" rid="B178">Shashar et&#xa0;al., 1994a</xref>). This statement is supported by molecular biology showing HBDs such as &#x3b1; and &#x3b3;-proteobacteria are the main diazotrophs in many coral holobionts (<xref ref-type="bibr" rid="B139">Olson et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B104">Lema et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B169">Santos et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B180">Sheng et&#xa0;al., 2023</xref>) and by manipulation experiments, which showed N<sub>2</sub> fixation activity was enhanced after adding DOC (<xref ref-type="bibr" rid="B146">Pogoreutz et&#xa0;al., 2017a</xref>). Couple researches showed that there was no significant difference of N<sub>2</sub> fixation rates between the day and night (<xref ref-type="bibr" rid="B34">Cardini et&#xa0;al., 2016b</xref>; <xref ref-type="bibr" rid="B107">Lesser et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>), such phenomenon can be explained by sufficient carbon provision to HBDs in coral holobionts in the night. Interestingly, Lesser&#x2019;s experiments not only show a higher rate at night but also the second peak of N<sub>2</sub> fixation between 6&#xa0;a.m. and 8&#xa0;a.m. (<xref ref-type="bibr" rid="B105">Lesser et&#xa0;al., 2007</xref>). That may be explained by the effect of oxygen, an important factor controlling N<sub>2</sub> fixation, although it has become clear that different diazotrophs could adopt different strategies to combat oxygen damage (<xref ref-type="bibr" rid="B66">Gallon, 1981</xref>; <xref ref-type="bibr" rid="B221">Zehr and Capone, 2020</xref>). For oceanic N<sub>2</sub> fixation, there are still amounts of unknowns about HBDs themselves&#x2019; physiological information and their relative roles and contribution (<xref ref-type="bibr" rid="B221">Zehr and Capone, 2020</xref>), however, their wide-distributed and high-diverse characteristics suggest HBDs definitely play an important role (<xref ref-type="bibr" rid="B45">Delmont et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B167">Salazar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B221">Zehr and Capone, 2020</xref>). The existing limited evidences show that HBDs are largely associated with organic-rich and low-DO environment (<xref ref-type="bibr" rid="B143">Pedersen et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B60">Farnelid et&#xa0;al., 2019</xref>). Actually, that is exactly consistent with the microenvironment that coral holobionts provide. The specific mechanism of the diel variation of N<sub>2</sub> fixation in coral holobiont is still not clear, but the inconsistencies suggests that the mechanism is far more complex than we imagined. In deeper waters where environment is relatively stable, N<sub>2</sub> fixation showed less seasonality (<xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>), and reasonably less diel variation.</p>
<p>Here, we compiled data of global N<sub>2</sub> fixation rates in coral holobionts (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). It is worth mentioning that the N<sub>2</sub> fixation rates reported in &#x201c;<sup>15</sup>N based studies&#x201d; only reflect the rates in bulk tissue, which includes both algal symbiont and coral host tissue. However, N<sub>2</sub> fixation in coral skeleton may also play a non-negligible role for the coral holobiont (<xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B129">Moynihan et&#xa0;al., 2022</xref>). Some studies have found diazotrophs in coral skeletons (<xref ref-type="bibr" rid="B217">Yang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B219">Yang et&#xa0;al., 2019</xref>) and measured nitrogen fixation rates (<xref ref-type="bibr" rid="B178">Shashar et&#xa0;al., 1994a</xref>; <xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B129">Moynihan et&#xa0;al., 2022</xref>). Existing literature indicates that the nitrogen fixation rate in coral skeletons can be 20% to 300% of the rate in bulk tissues (<xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B129">Moynihan et&#xa0;al., 2022</xref>). However, due to the limited research on this topic, we will not delve into it further here. Nonetheless, we call on coral scientists to pay attention to the role of coral skeletons. Additionally, while it is unclear whether coral-released mucus benefits the coral holobiont itself, it does stimulate N<sub>2</sub> fixation process in the mucus and water column (<xref ref-type="bibr" rid="B152">R&#xe4;decker et&#xa0;al., 2014</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Summary of global N<sub>2</sub> fixation rates in coral holobionts (<xref ref-type="bibr" rid="B178">Shashar et&#xa0;al., 1994a</xref>; <xref ref-type="bibr" rid="B42">Davey et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B105">Lesser et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B74">Grover et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B152">R&#xe4;decker et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Cardini et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B20">Benavides et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B33">Cardini et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B34">Cardini et&#xa0;al., 2016b</xref>; <xref ref-type="bibr" rid="B14">Bednarz et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B147">Pogoreutz et&#xa0;al., 2017b</xref>; <xref ref-type="bibr" rid="B156">Radecker et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B168">Sangsawang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B107">Lesser et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B106">Lesser et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B150">Pupier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B122">Meunier et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B129">Moynihan et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B153">Radecker et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B180">Sheng et&#xa0;al., 2023</xref>) (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref> for reported rates). Scattered points of a non-box diagram represent data with less than five points, while points with a value of 0 are not shown. The number indicates the total number of data points and the number of data points below the detection limit (B.D.L.). C<sub>2</sub>H<sub>4</sub> fluxes were converted into corresponding N<sub>2</sub> fluxes assuming a theoretical molar ratio of C<sub>2</sub>H<sub>4</sub>:N<sub>2</sub> = 4 and normalized to the surface area of coral fragments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1203399-g001.tif"/>
</fig>
<p>Spatially, there are significant differences in N<sub>2</sub> fixation rates in coral holobionts within and between regions (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), which can be attributed to coral heterogeneity (<xref ref-type="bibr" rid="B147">Pogoreutz et&#xa0;al., 2017b</xref>), environmental condition such as light (<xref ref-type="bibr" rid="B107">Lesser et&#xa0;al., 2018</xref>), and food availability (<xref ref-type="bibr" rid="B20">Benavides et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B150">Pupier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>). In <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, the median of 4 boxes (ARA based studies: Red sea; <sup>15</sup>N based studies: Red sea, the Great Barrier Reef and New Caledonian) analyzed are 13.2, 10.5, 225.6, 2.4 &#x3bc;mol N m<sup>-2</sup>d<sup>-1</sup> respectively. For <sup>15</sup>N based studies, N<sub>2</sub> fixation rates in the Great Barrier Reef were relatively higher than those in Red Sea and New Caledonian (P&lt; 0.05), probably indicating that the corals in the Great Barrier Reef are more autotrophic and require more nitrogen compensation. There is also a significant difference in the amount of data available for N<sub>2</sub> fixation rates between different regions (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), which is inseparable from the convenience of research in certain areas and the level of attention paid to coral-related research. The Coral Triangle and the coastal areas of East Asia have high coral abundance and diversity (<xref ref-type="bibr" rid="B204">Veron et&#xa0;al., 2015</xref>), but there is a lack of sufficient research, especially the Coral Triangle, which is significantly impacted by human activities (<xref ref-type="bibr" rid="B5">Andrello et&#xa0;al., 2022</xref>). Therefore, in addition to emphasizing conservation efforts, it is important to increase research in these regions.</p>
<p>On the vertical scale, the research results show consistency basically. The relative <italic>nifH</italic> abundance associated with coral holobionts decreased with the water depth (<xref ref-type="bibr" rid="B192">Tilstra et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>), but the assimilation of DDN increased (<xref ref-type="bibr" rid="B74">Grover et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B14">Bednarz et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>), especially in winter (<xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>). That is explained by the shift of trophic strategy for coral holobionts as depth increases (<xref ref-type="bibr" rid="B14">Bednarz et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B192">Tilstra et&#xa0;al., 2019b</xref>). Mesophotic coral holobionts generally rely on heterotrophy, which may result more DDN assimilation from heterotrophic path. However, the profile of N<sub>2</sub> fixation in coral holobionts is affected by multiple factors, thus, in some cases N<sub>2</sub> fixation rates show no significant effect of depth (<xref ref-type="bibr" rid="B107">Lesser et&#xa0;al., 2018</xref>) even may decrease with depth in summer due to the enhancement of N<sub>2</sub> fixation of coral holobionts in the upper layer (<xref ref-type="bibr" rid="B15">Bednarz et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Nitrogen fixation of coral holobionts under stress</title>
<p>Recently, the impact of environmental stresses on the N<sub>2</sub> fixation of coral holobionts has garnered significant attention. For the heat stress, studies have shown an increase in the abundances and diversities of diazotrophs and the total N<sub>2</sub> fixation activity (from ARA) in coral holobiont, especially during the daytime (<xref ref-type="bibr" rid="B169">Santos et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B34">Cardini et&#xa0;al., 2016b</xref>; <xref ref-type="bibr" rid="B153">Radecker et&#xa0;al., 2022</xref>). However, the net N<sub>2</sub> fixation rates were found to decrease in parallel experiments using <sup>15</sup>N<sub>2</sub>, indicating reduced utilization efficiency of DDN by coral holobionts (<xref ref-type="bibr" rid="B153">Radecker et&#xa0;al., 2022</xref>). For acidification, which mainly focused on pCO<sub>2</sub> elevation, inconsistent results were documented. Some studies demonstrate a decrease in N<sub>2</sub> fixation rates as pCO<sub>2</sub> increased, explained by the reallocation of energy for calcification (<xref ref-type="bibr" rid="B152">R&#xe4;decker et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B227">Zheng et&#xa0;al., 2021</xref>). However, some field studies showed that N<sub>2</sub> fixation rates and diazotrophs in coral holobionts were higher in high pCO<sub>2</sub> sites than low pCO<sub>2</sub> sites (<xref ref-type="bibr" rid="B21">Biagi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B148">Prada et&#xa0;al., 2023</xref>), such enhancement of N<sub>2</sub> fixation in space was attributable to the higher N requirements induced by the enhanced photosynthesis under high pCO<sub>2</sub> condition (<xref ref-type="bibr" rid="B21">Biagi et&#xa0;al., 2020</xref>). These contrasting findings were not surprising, since the effects of acidification, including pCO2 and pH effect, on N<sub>2</sub> fixation is a complicated issue (<xref ref-type="bibr" rid="B92">Hutchins et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B85">Hong et&#xa0;al., 2017</xref>). For nutrient stress, elevated nutrient levels may stimulate N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B14">Bednarz et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>) after coral holobionts&#x2019; reorganizing in-and-out nitrogen pathways. The above results indicate that diazotrophs in coral holobionts could take different strategies to counter various adverse circumstances.</p>
<p>Oceanic environment changes, such as warming (<xref ref-type="bibr" rid="B175">Schoepf et&#xa0;al., 2015</xref>), acidification (<xref ref-type="bibr" rid="B9">Anthony et&#xa0;al., 2008</xref>), eutrophication (<xref ref-type="bibr" rid="B82">Hall et&#xa0;al., 2018</xref>) and deoxygenation (<xref ref-type="bibr" rid="B95">Johnson et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B2">Alderdice et&#xa0;al., 2022</xref>), all may lead to coral bleaching after transgressing a certain threshold eventually. Researches have shown that after bleaching coral holobionts&#x2019; N<sub>2</sub> fixation increases dozens of times due to occupation of some pioneer communities on coral substrate (<xref ref-type="bibr" rid="B101">Larkum, 1988</xref>; <xref ref-type="bibr" rid="B42">Davey et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B17">Bednarz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B164">Roth et&#xa0;al., 2020</xref>), and such enhancement of N<sub>2</sub> fixation is crucial for coral recovery and coral reef succession. Obviously, the sustainability and resilience of coral system depends not only to understand and predict the persistence of coral reefs. Further studies are necessary to subdivide the effects of different nutrients, such as <inline-formula>
<mml:math display="inline" id="im9">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and phosphorus, to avoid coordinated effect. Furthermore, investigating the relationship between diazotrophs and other coral compartments&#x2019; response to environmental change is essential.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>The nitrogen exchange inside the coral holobiont</title>
<p>The nitrogen transfer in coral holobionts among coral hosts, symbiotic algae and microbes is a crucial aspect for their survival, in addition to the acquisition of nitrogen sources (<xref ref-type="bibr" rid="B58">Falkowski et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B98">Kopp et&#xa0;al., 2015</xref>). The symbiotic relationship between the coral host and symbiotic algae is the foundation of a coral holobiont. Coral hosts provide symbiotic algae with a habitat that can withstand damage from the outside world and nutrient-rich metabolites, such as <inline-formula>
<mml:math display="inline" id="im10">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B212">Wilkerson and Trench, 1986</xref>; <xref ref-type="bibr" rid="B58">Falkowski et&#xa0;al., 1993</xref>). They also exert control over symbiotic algae through some mechanisms (<xref ref-type="bibr" rid="B30">Burris, 1983</xref>; <xref ref-type="bibr" rid="B190">Sutton and Hoegh-Guldberg, 1990</xref>; <xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2019</xref>) that allow for a degree of &#x2018;fault tolerance&#x2019; (<xref ref-type="bibr" rid="B100">Krueger et&#xa0;al., 2020</xref>). Meanwhile, symbiotic algae handed over most (&gt;95%) of photosynthate to the coral host in the form of glucose mainly (<xref ref-type="bibr" rid="B131">Muscatine et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B58">Falkowski et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B43">Davy and Turner, 1996</xref>; <xref ref-type="bibr" rid="B29">Burriesci et&#xa0;al., 2012</xref>), being further proved in the sea anemone, another symbiotic cnidarian recently (<xref ref-type="bibr" rid="B39">Cui et&#xa0;al., 2023</xref>). While nitrogen restriction as the key for the symbiotic relationship (<xref ref-type="bibr" rid="B197">Tremblay et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B55">Ezzat et&#xa0;al., 2015</xref>), environmental stress such as heat (<xref ref-type="bibr" rid="B154">Radecker et&#xa0;al., 2021</xref>) and nutrient stress (<xref ref-type="bibr" rid="B55">Ezzat et&#xa0;al., 2015</xref>) can disrupt the nutrient cycling and transform the symbiotic relationship from nitrogen restriction to carbon restriction (<xref ref-type="bibr" rid="B154">Radecker et&#xa0;al., 2021</xref>), leading to the symbiotic breakdown (<xref ref-type="bibr" rid="B145">Petrou et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B154">Radecker et&#xa0;al., 2021</xref>).</p>
<p>Until recently, the transfer of nitrogen in coral holobionts remained unclear. However, by using the <sup>15</sup>N tracer method combining centrifugation separation or <italic>in situ</italic> imaging technique, we can now identify the reallocations of autotrophic, heterotrophic nitrogen and N<sub>2</sub> transfer from ambient environment into different coral compartments and subsequent translocation (<xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B98">Kopp et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B115">Martinez et&#xa0;al., 2022</xref>). For example, <sup>15</sup>N-enriched DFAAs and plankton were used to trace their pathways within the coral holobiont even down to cell level by using NanoSIMS (<xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B115">Martinez et&#xa0;al., 2022</xref>).</p>
<p>For autotrophy, the translocation and utilization of nitrogen in coral holobionts are rapid (<xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B98">Kopp et&#xa0;al., 2015</xref>) and efficient (<xref ref-type="bibr" rid="B132">Muscatine and Porter, 1977</xref>). After assimilation, DIN can be incorporated immediately into uric acid crystals, proved to be mobilized rapidly in algal symbionts (<xref ref-type="bibr" rid="B36">Clode et&#xa0;al., 2009</xref>), forming a transient nitrogen pool in the symbiotic algae (after ~45 min) and then it is translocated to the coral host (starting after 6 hours), though the translocation of carbon-containing photosynthates is even faster (just in 15&#xa0;min) (<xref ref-type="bibr" rid="B98">Kopp et&#xa0;al., 2015</xref>). And the transfer efficiency can be affected by the symbiotic algae clade (<xref ref-type="bibr" rid="B188">Sproles et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B206">Wall et&#xa0;al., 2020</xref>), light (<xref ref-type="bibr" rid="B197">Tremblay et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B54">Ezzat et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B206">Wall et&#xa0;al., 2020</xref>), feeding regimes (<xref ref-type="bibr" rid="B197">Tremblay et&#xa0;al., 2013</xref>) and other factors. Moreover, Chiles et&#xa0;al. found that dipeptide pools have a high turnover rate and that separate biosynthetic mechanisms mediate the production of dipeptides and their precursor amino acids in coral holobionts, as indicated by a <sup>15</sup>
<inline-formula>
<mml:math display="inline" id="im11">
<mml:mrow>
<mml:mtext>N</mml:mtext>
<mml:msubsup>
<mml:mtext>H</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> addition experiment (<xref ref-type="bibr" rid="B35">Chiles et&#xa0;al., 2022</xref>).</p>
<p>For heterotrophic nitrogen, the efficiencies of heterotrophic assimilation of DFAAs (here, aspartic acid) is similar with autotrophic <inline-formula>
<mml:math display="inline" id="im12">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B99">Kopp et&#xa0;al., 2013</xref>). Furthermore, research has confirmed that symbiotic algae absolutely benefits from heterotrophic amino acids or recycled <inline-formula>
<mml:math display="inline" id="im13">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> from its associated coral hosts (<xref ref-type="bibr" rid="B115">Martinez et&#xa0;al., 2022</xref>). This presents a reverse translocation about amino acids, which used to be described as a unidirectional supply from symbiotic algae (<xref ref-type="bibr" rid="B115">Martinez et&#xa0;al., 2022</xref>).</p>
<p>For DDN, it is introduced from functional microorganisms in coral holobionts and then transfer to both coral host and symbiotic algae. At present, most researches show the symbiotic algae has higher signal within the incubation time from 4h to 48h (<xref ref-type="bibr" rid="B20">Benavides et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B124">Meunier et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B122">Meunier et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B125">Meunier et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B129">Moynihan et&#xa0;al., 2022</xref>). Although it is uncertain whether there is the influence of diazotrophs&#x2019; signal in symbiotic algae&#x2019;s <sup>15</sup>N signal by centrifugation separation, the conclusion in <italic>in situ</italic> imaging technique is clear (<xref ref-type="bibr" rid="B153">Radecker et&#xa0;al., 2022</xref>). We cannot yet determine the specific sequential transfer order due to lack of higher resolution of time series pulse-chase experiments and more sophisticated instrument, but we confirm that the process of the transfer to coral hosts and symbiotic algae from diazotrophs will proceed in a short time.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>The other nitrogen pathways associated with coral holobionts</title>
<sec id="s6_1">
<label>6.1</label>
<title>Nitrification</title>
<p>Nitrification is crucial process for coral holobionts, involving two steps of ammonia oxidation and nitrite oxidation. Ammonia oxidation converts NH<sub>3</sub>/<inline-formula>
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<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
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</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula>
<mml:math display="inline" id="im15">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> by either ammonia oxidation archaea (AOA) or ammonia oxidation bacteria (AOB). Nitrite oxidation then further converts <inline-formula>
<mml:math display="inline" id="im16">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula>
<mml:math display="inline" id="im17">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> by nitrite oxidation bacteria (NOB). This process helps to reduce their internal <inline-formula>
<mml:math display="inline" id="im18">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> levels to maintain the growth of symbiotic algae stable, meanwhile, retain the dissolved inorganic nitrogen in oxidized state (<xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>).</p>
<p>Actually, molecular biological evidences shows that ammonia oxidation occurs in coral tissues (<xref ref-type="bibr" rid="B205">Wafar et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B218">Yang et&#xa0;al., 2013</xref>), mucus (<xref ref-type="bibr" rid="B181">Siboni et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B96">Kimes et&#xa0;al., 2010</xref>) and skeletons (<xref ref-type="bibr" rid="B160">Risk and Muller, 1983</xref>). Furthermore, different coral holobionts in various areas may contain varying species and abundance of ammonia-oxidizing organisms, e.g., solely AOA (<xref ref-type="bibr" rid="B19">Beman et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B181">Siboni et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B182">Siboni et&#xa0;al., 2012</xref>), solely AOB (<xref ref-type="bibr" rid="B218">Yang et&#xa0;al., 2013</xref>), AOA coexisted with AOB (<xref ref-type="bibr" rid="B223">Zhang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B225">Zhang et&#xa0;al., 2021</xref>) and none (<xref ref-type="bibr" rid="B19">Beman et&#xa0;al., 2007</xref>), although the survival strategies of AOA and AOB are completely different. It remains unclear what determines the habitat to host AOA or/and AOB in coral holobionts, which requires further studied.</p>
<p>Molecular biology evidences suggest that coral holobionts have the potential to conduct nitrification, but it remains uncertain whether they actually do so. However, there have been limited quantitative studies on the topic. In 1990, Wafar et&#xa0;al. were the first to quantify the gross nitrification rate in coral holobionts after holding in the dark in running seawater for 1 or 2&#xa0;d to minimize dark uptake of <inline-formula>
<mml:math display="inline" id="im19">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> by the symbiotic algae, which was found to be on average of 9. 4 &#xb1; 6. 0 nmol (mg coral tissue N) <sup>-1</sup> h<sup>-1</sup>, accounting for even up to 17% of the total <inline-formula>
<mml:math display="inline" id="im20">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> consumption (<xref ref-type="bibr" rid="B205">Wafar et&#xa0;al., 1990</xref>). This suggests a potential competitive relationship between nitrification and the uptake process of symbiotic algae. However, until 2021, there have been other quantitative studies on the nitrification rate in coral holobionts. Babbin and Glaze measured the net nitrification in coral holobiont using <sup>15</sup>N tracer method and their results were less than 2 &#x3bc;mol N m<sup>-2</sup> d<sup>-1</sup> and an average 2. 70 &#xb5;mol N m<sup>-2</sup> d<sup>-1</sup> respectively (<xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). However, their studies did not report the uptake rate, so the percentage of nitrification to total <inline-formula>
<mml:math display="inline" id="im21">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> consumption remains unknown.</p>
<p>Furthermore, Glaze&#x2019;s experiment demonstrated that the rate of dark incubation (4. 75 &#xb5;mol N m<sup>-2</sup> d<sup>-1</sup>) was significantly greater than the rate observed in light (0. 65 &#xb5;mol N m<sup>-2</sup> d<sup>-1</sup>) (<xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). This finding is in line with our current understanding of the photoinhibition on the ammonia oxidation process (<xref ref-type="bibr" rid="B173">Schoen and Engel, 1962</xref>; <xref ref-type="bibr" rid="B119">Merbt et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B86">Horak et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). However, in comparison to other processes such as the well-studied N<sub>2</sub> fixation, these rates are relatively low. Thus, upcoming research efforts should concentrate on examining the allocation and condition of the <inline-formula>
<mml:math display="inline" id="im22">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> consumption pathway to verify the role of nitrification.</p>
</sec>
<sec id="s6_2">
<label>6.2</label>
<title>Denitrification</title>
<p>Denitrification is a complex process that involves a sequence of four steps, whereby the <inline-formula>
<mml:math display="inline" id="im23">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is reduced to <inline-formula>
<mml:math display="inline" id="im24">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, NO, N<sub>2</sub>O and finally N<sub>2</sub>, with each step corresponding to different reductase genes (<italic>nas/narG/napA/euk-nr, nir, norB, nosZ</italic>). The significance of denitrification for coral holobionts may lie in the fact that, during the night, when the nitrification is more intense (<xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>), corals convert excess <inline-formula>
<mml:math display="inline" id="im25">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula>
<mml:math display="inline" id="im26">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im27">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> through nitrification, while anoxic microenvironment causes denitrifying bacteria to expel nitrogen from the coral holobiont. By coupling of nitrification and denitrification, corals can not only survive when the nutrient level increases, but also avoid the excessive growth of symbiotic algae in coral holobionts (<xref ref-type="bibr" rid="B181">Siboni et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>). Research on denitrification in coral holobionts began relatively late compared to nitrification. With the advent of molecular biology, it was gradually discovered that there are denitrifying microorganisms present in coral holobionts (<xref ref-type="bibr" rid="B181">Siboni et&#xa0;al., 2008</xref>), including in tissues and mucus (<xref ref-type="bibr" rid="B96">Kimes et&#xa0;al., 2010</xref>). Further studies have shown that different corals or even different color morphs of the same coral, have different types and numbers of denitrifying-related genes (<xref ref-type="bibr" rid="B218">Yang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B106">Lesser et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>). It is now widely accepted that coral holobionts have the potential to perform denitrification.</p>
<p>As for quantitative studies, currently, there are the two methods used to measure denitrification in coral holobionts, <sup>15</sup>N tracer method and COBRA (a combination of acetylene blockage analysis and acetylene reduction assay) (<xref ref-type="bibr" rid="B51">El-Khaled et&#xa0;al., 2020a</xref>). Acetylene blockage analysis uses the property of acetylene to inhibit the reduction of N<sub>2</sub>O, which leads to the accumulation of N<sub>2</sub>O in the incubation system. The denitrification rate can be calculated by measuring the change in N<sub>2</sub>O content using gas chromatography (<xref ref-type="bibr" rid="B12">Balderston et&#xa0;al., 1976</xref>; <xref ref-type="bibr" rid="B220">Yoshinari and Knowles, 1976</xref>). Recent studies have measured the denitrification rate of coral holobionts (<xref ref-type="bibr" rid="B126">Middelburg et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B51">El-Khaled et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B50">El-Khaled et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B225">Zhang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>), and almost all samples have detected denitrification, indicating that this process is widespread in coral holobionts (<xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>; <xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). The results showed higher rates of denitrification at night, which may be closely related to lower oxygen concentrations, although not all corals exhibit this characteristic (<xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). Interestingly, Glaze&#x2019;s results indicate <inline-formula>
<mml:math display="inline" id="im28">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> stimulates the production of the combined gases of NO, N<sub>2</sub>O and N<sub>2</sub> less than <inline-formula>
<mml:math display="inline" id="im29">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). From a symbiotic perspective, <inline-formula>
<mml:math display="inline" id="im30">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> can stimulate nitrogen-related gas production to reduce the nitrogen content in the holobiont, which may be an important part of coral internal regulation to maintain the density of symbiotic algae and homeostasis.</p>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> presents the denitrification and nitrification rates of coral holobionts. The median rates for the 4 boxes (Denitrification: Red sea, the Great Barrier Reef and Caribbean Sea and Bahamas; Nitrification: the Great Barrier Reef) are 1.8, 13.3, 0.4 and 3.4 &#x3bc;mol N m<sup>-2</sup> d<sup>-1</sup> respectively. Although the range of these rates is smaller than that of N<sub>2</sub> fixation, they still show differ by orders of magnitude, possibly due to coral heterogeneity, regional differences and variations in denitrification rate measurement protocols (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Summary of global denitrification and nitrification rates in coral holobionts (<xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>; <xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>) (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Tables S2, S3</bold>
</xref> for reported rates). Scattered points of a non-box diagram represent data with less than five points, while points with a value of 0 are not shown. The number indicates the total number of data points and the number of data points below the detection limit (B.D.L.).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1203399-g002.tif"/>
</fig>
<p>The relationship of denitrification and N<sub>2</sub> fixation is also discussed these years. Previous studies have shown a positive correlation between denitrification and N<sub>2</sub> fixation rates in coral holobiont, suggesting the balance between denitrification and N<sub>2</sub> fixation process in coral holobionts (<xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>). Furthermore, Tilstra et&#xa0;al. (<xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>) found that <italic>nirS</italic>/<italic>nifH</italic> of different coral species was positively correlated with the concentration of <inline-formula>
<mml:math display="inline" id="im31">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> in the environment, suggesting the availability of environmental <inline-formula>
<mml:math display="inline" id="im32">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> could drive the changes of denitrification and N<sub>2</sub> fixation in coral holobionts. Further experiment has confirmed that denitrification of coral holobionts is enhanced with the increase of nutrient concentration (<xref ref-type="bibr" rid="B53">El-Khaled et&#xa0;al., 2020b</xref>). Additionally, Redfield ratio of coral holobionts may be an important index presenting the metabolic balance of coral, which is also used to explain the balance of denitrification and N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B191">Tilstra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B52">El-Khaled et&#xa0;al., 2021b</xref>).</p>
<p>Furthermore, Xiang et&#xa0;al. found when the external environment had an increased DOC concentration, the C/N ratio of corals increased, while the abundance of denitrifying organisms in coral holobionts decreased by an order of magnitude (<xref ref-type="bibr" rid="B215">Xiang et&#xa0;al., 2022</xref>). Hypotheses for this phenomenon were presented by Xiang et&#xa0;al.: (1) The abundance of denitrifying organisms is mainly controlled by the availability of nitrogen, so they grow normally under nitrogen restriction even if DOC content is increased. (2) Different species of denitrifying organisms prefer different carbon sources, and using glucose as the only carbon source in the experiment may affect the experimental results (<xref ref-type="bibr" rid="B215">Xiang et&#xa0;al., 2022</xref>). Together, these funding suggested that changes in the external environment may cause Redfield ratio changes in coral holobionts, thereby promoting changes in the denitrification and N<sub>2</sub> fixation to maintain the original ratio.</p>
<p>It is possible that denitrifying organisms within coral holobiont may be opportunistic rather than dominant. As ocean nutrient levels continue to rise, denitrification is likely to play a more significant role in regulating the carbon and nitrogen balance of coral holobionts. It is important to consider whether corals can actively promote changes in denitrification and N<sub>2</sub> fixation to maintain homeostasis under varying environmental conditions, and this should be discussed in future studies.</p>
</sec>
<sec id="s6_3">
<label>6.3</label>
<title>DNRA</title>
<p>DNRA (dissimilatory nitrate reduction to ammonium) is a process reducing <inline-formula>
<mml:math display="inline" id="im33">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula>
<mml:math display="inline" id="im34">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B27">Burgin and Hamilton, 2007</xref>). This pathway has the potential to enhance the efficiency of internal nitrogen circulation within coral holobionts, resulting in the retention of dissolved inorganic nitrogen in the form of <inline-formula>
<mml:math display="inline" id="im35">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>. When coupled with nitrification, this bidirectional process helps to maintain a stable <inline-formula>
<mml:math display="inline" id="im36">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> level, promoting healthy coral growth. However, direct measurement of DNRA in coral holobionts using <sup>15</sup>N tracer method is challenging, and therefore, there are limited studies on this process. Molecular evidences showed that DNRA-associated organisms such as fungi and vibrios, are common in coral holobionts, but their prevalence varies with coral species, regions and depths (<xref ref-type="bibr" rid="B209">Wegley et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B223">Zhang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B16">Bednarz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B225">Zhang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). Some researches showed that the DNRA-associated genes can account for up to ~12% of the nitrogen-associated genes (<xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>), underscoring the importance of DNRA. Indirect calculation using <inline-formula>
<mml:math display="inline" id="im37">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> mass balance models has shown that the DNRA rates obtained at night could reach 460&#x2013;600 &#xb5;mol N m<sup>-2</sup> d<sup>-1</sup>, assuming nitrification is less than 1% of ammonia assimilation (<xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). However, due to the considerable variation of nitrogen processes rates within coral holobionts, the indirect rate obtained was with great uncertainty.</p>
</sec>
<sec id="s6_4">
<label>6.4</label>
<title>ANAMMOX</title>
<p>ANAMMOX (anaerobic ammonium oxidation) is a reaction between <inline-formula>
<mml:math display="inline" id="im38">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im39">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> that produces N<sub>2</sub>, which is currently thought to occur only in a strictly anoxic environment (<xref ref-type="bibr" rid="B41">Dalsgaard et&#xa0;al., 2005</xref>). ANAMMOX has been hypothesized as a possible means of nitrogen removal for coral holobionts (<xref ref-type="bibr" rid="B155">Radecker et&#xa0;al., 2015</xref>). However, only a few studies have been conducted on this topic, and they have found that ANAMMOX-associated genes exist in small amounts in coral holobionts in South China Sea. These studies also found a weak positive correlation between ANAMMOX-associated genes and <inline-formula>
<mml:math display="inline" id="im40">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> concentration (<xref ref-type="bibr" rid="B223">Zhang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B225">Zhang et&#xa0;al., 2021</xref>). In contrast, other studies have not found any evidences of ANAMMOX in coral holobionts (<xref ref-type="bibr" rid="B10">Babbin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B69">Glaze et&#xa0;al., 2022</xref>). These findings suggest that ANAMMOX may not play an important role in coral holobionts.</p>
</sec>
</sec>
<sec id="s7">
<label>7</label>
<title>Current situation and future perspectives</title>
<p>Coral holobiont, a classic symbiotic system, exhibit high plasticty, which may explain their long survival on earth. The intricate nitrogen cycling network within coral holobionts is regulated not only by external factors but also by the coordination of members to maintain nitrogen balance, enabling them to resist harsh environments.</p>
<sec id="s7_1">
<label>7.1</label>
<title>Differential advancements according to technical difficulties</title>
<p>Mixotrophy, the primary mechanism by which coral holobionts acquire energy, has been extensively studied for its role in coral physiology. However, there is still much to be learned about nitrogen fixation, which has only recently begun to be explored in depth. Current investigations have been limited to different regions, seasons, and responses to environmental stress. Quantitative research on nitrification and denitrification processes has just begun, while DNRA and other processes have yet to receive sufficient attention. Based on the number of studies published on various nitrogen processes related to corals (as shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), we can gain some insight into the above-mentioned issue. The amount of researches on assimilation and N<sub>2</sub> fixation related to coral is the largest, which is closely related to their long research history and their important role in balance nutrition, while the studies about nitrification and other processes is less significantly due to technical difficulties. We still need to strengthen further nitrogen research of coral holobionts in the future. So that we can know more about the influence of the different processes on coral health, which is crucial for understanding how coral holobionts build and collapse.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Number of scientific papers about nitrogen processes associated to coral (1980-2023). This diagram was obtained using Web of Science Core Collection. More details about the retrieval strategy displayed in <xref ref-type="supplementary-material" rid="SM1">
<bold>supplementary information</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1203399-g003.tif"/>
</fig>
</sec>
<sec id="s7_2">
<label>7.2</label>
<title>Considerations for the experiment in coral holobiont studies</title>
<p>Coral holobionts are complex ecosystems consisting of the coral host and a diverse range of microorganisms. Below we listed some of the critical factors to consider when designing and conducting experiments in order to obtain accurate and reliable data for studying this ecosystem.</p>
<p>Recent experiment designs have been closer to real <italic>in situ</italic> conditions, such as pulsed nutrient addition (<xref ref-type="bibr" rid="B201">Van Der Zande et&#xa0;al., 2021</xref>), fluctuation of pCO<sub>2</sub> control (<xref ref-type="bibr" rid="B93">Jiang et&#xa0;al., 2018</xref>), and short-term acute heat stress (<xref ref-type="bibr" rid="B80">Guan et&#xa0;al., 2020</xref>). These experiments have produced results significantly different from those maintaining constant external conditions, providing a more accurate assessment of the impact of the environment on corals. Hence, researchers should focus more on these types of experiments.</p>
<p>Nitrogen processes in coral holobiont are dynamic, and different phenomena may be observed in a longer incubation time, just like sheng et&#xa0;al.&#x2019;s (<xref ref-type="bibr" rid="B180">Sheng et&#xa0;al., 2023</xref>) experiment results show. Therefore, new ideas and methods need to be developed to explore more detailed processes in the future. For example, future experiments exploring nitrogen processes in coral holobionts should set more time points in the sequential experiment to estimate nitrogen migration and transformation rates. And as various processes occur simultaneously in coral holobiont, this brings some difficulties in analyzing a single path. Researches can also use isotope matrix methods, which proposed by <xref ref-type="bibr" rid="B216">Xu et&#xa0;al., in 2017</xref> for the quantification of simultaneous multi-path nitrogen flow (<xref ref-type="bibr" rid="B216">Xu et&#xa0;al., 2017</xref>), to study coral holobionts and clarify the respective contributions of each path under different environmental stresses.</p>
<p>Maintaining the appropriate balance of environmental factors in incubation experiments is crucial. Some experiments require long incubation periods in a gas-tight incubator, which can cause a sharp decrease in dissolved oxygen levels. This low level of dissolved oxygen can affect the redox-sensitive processes like nitrification (<xref ref-type="bibr" rid="B26">Bristow et&#xa0;al., 2016</xref>) and denitrification. Therefore, it is important to pay attention to the synergistic control of environmental factors in the incubation experiments, for example, maintaining a suitable balance between oxygen consumption rate and incubator volume.</p>
<p>Enhancing comparability across experiments and data is a critical challenge in coral research, given that the coral holobiont is a meta-organism with multiple dimensions. This complexity creates numerous design and operational choices for coral experiments compared to other marine investigations. For instance, heat-stress experiments require careful consideration of several factors, such as exposure duration, light conditions, feeding regimes, collection, preservation, and laboratory operation as highlighted by existing reviews (<xref ref-type="bibr" rid="B118">Mclachlan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B72">Grottoli et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B117">Mclachlan et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B202">Vega Thurber et&#xa0;al., 2022</xref>). Furthermore, quantitative normalization is fundamental for data analysis. Different studies have used various normalization units, like cross-section area, dry weight, nitrogen content of coral tissue, and coral surface area. The mainstream method is to normalize tothe surface area, representing the habitat of coral microbes. At present, several methods are available for measuring surface area, including simple geometry, advanced geometry, aluminum foil, methylene blue dye, secondary wax drops, primary wax drops, CT, and laser scanning. Therefore, it is recommended to measure the coral surface area at least as a constant quantitative indicator. This approach would help standardize the results across different studies and avoid the confusion that may arise from using different normalization units.</p>
</sec>
<sec id="s7_3">
<label>7.3</label>
<title>Future direction</title>
<p>Research on nitrogen processes, such as nitrification, denitrification, and DNRA, in coral holobionts is still limited and requires futher efforts. In addition, there is a lack of research that measures all nitrogen processes simultaneously in coral holobionts, even for model species. The heterogeneity of coral holobionts creates great uncertainty in what we have learned about nitrogen fluxes. Therefore, future work on fundamental nitrogen flux of coral holobiont still need to be strengthened.</p>
<p>Understanding the short-term responses of corals to turbulent environments on diurnal and tidal timescales, as well as regulation of internal nitrogen cycle, is essential to explain the inconsistencies in previous studies. Invitigations into the effects of long-term environmental changes, such as warming (<xref ref-type="bibr" rid="B154">Radecker et&#xa0;al., 2021</xref>), acidification (<xref ref-type="bibr" rid="B84">Hoegh-Guldberg et&#xa0;al., 2017</xref>), eutrophication (<xref ref-type="bibr" rid="B226">Zhao et&#xa0;al., 2021</xref>), hypoxia (<xref ref-type="bibr" rid="B4">Altieri et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B91">Hughes et&#xa0;al., 2022</xref>), and synergistic effects of those factors (<xref ref-type="bibr" rid="B49">Donovan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B222">Zhang et&#xa0;al., 2023</xref>), are also critical for predicting future of coral reefs. However, these investigations should be treated differently and their differences and connections should be clarifed by purposeful experiments in future.</p>
<p>Given the dynamic nature of coral holobionts including symbiont transfer and symbiosis evolution, it is currently challenging to quantify relative contributions of different factors to coral holobiont function, making it difficult to predict future impacts accurately. Thus, researchers must remain attentive to new technologies, and the development and utilization of new tools and methods may represent important breakthroughs in furthering our understanding of coral holobionts.</p>
</sec>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>LMY: Conceptualization; Writing - original draft; Writing - review and editing; H-XS: Conceptualization; Writing - review and editing; DMY: Data curation; Formal analysis; Visualization; review and editing; S-JK: Conceptualization; Funding acquisition; Resources; Supervision; Writing - review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This research was supported by the National Natural Science Foundation of China (41721005, 92058204, 92251306, 41890802) and the Ph.D. Fellowship of  Xiamen University.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to express their gratitude to Li-Li Han, Moge Du, Xiaoyu Guo, Jin-Ming Tang and Zhibo Shao for their valuable discussions and assistance during the writing process. Additionally, the authors would like to thank the State Key Laboratory of Marine Environmental Science, Xiamen University, for providing a platform that allows us to freely explore scientific ideas. We thank the editor and two reviewers for their dedication to the peer review process to make this review better.</p>
</ack>
<sec id="s10" 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="s11" 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="s12" 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.2023.1203399/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1203399/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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