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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.2023.1111067</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Hydrogen injection reduces ammonia nitrogen and changes microbial community composition in aquaculture water</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ning</surname>
<given-names>Shengdi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hu</surname>
<given-names>Junru</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1892261"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2119422"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Long</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lai</surname>
<given-names>Minjian</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xiangni</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Yongchun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhong</surname>
<given-names>Wanqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1706049"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1342516"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Modern Aquaculture Science and Engineering (IMASE), Guangdong Provincial Key Laboratory for Healthy and Safe Aquaculture, Guangzhou Key Laboratory of Subtropical Biodiversity and Biomonitoring, Key Laboratory of Ecology and Environmental Science in Guangdong Higher Education, School of Life Sciences, South China Normal University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Animal Science, Guangdong Academy of Agricultural Sciences, Key Laboratory of Animal Nutrition and Feed Science in South China, Ministry of Agriculture and Rural Affairs, Guangdong Public Laboratory of Animal Breeding and Nutrition, Guangdong Key Laboratory of Animal Breeding and Nutrition</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Foshan Institute of Agricultural Sciences</institution>, <addr-line>Foshan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Guangdong Cawolo Hydrogen Technology Company Ltd</institution>, <addr-line>Foshan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jun Wang, South China Agricultural University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mingzhu Huang, Jiangxi Normal University, China; Jingyi Cen, Jinan University, China; Wenke Yuan, Wuhan Botanical Garden (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Junru Hu, <email xlink:href="mailto:hujunru1025@163.com">hujunru1025@163.com</email>; Lei Wang, <email xlink:href="mailto:wanglei@scnu.edu.cn">wanglei@scnu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Pollution, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1111067</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Ning, Hu, Yu, Huang, Lai, Li, Lin, Zhong and Wang</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Ning, Hu, Yu, Huang, Lai, Li, Lin, Zhong and Wang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The study aimed to investigate the effect of hydrogen on nitrogen and phosphorus removal and microbial community composition in aquaculture water. Two groups were designed separated: Group H was charged with hydrogen and Group D was set as control. Water samples were collected at 0, 1, 2, 3, 4, 5, 6, and 7 days after hydrogen injection to detect not only the content of total nitrogen, ammonia nitrogen and phosphorus, but also microbial community composition in aquaculture water. Our findings have demonstrated that 7-days&#x2019; hydrogen treatment could effectively reduce ammonia nitrogen in aquaculture water. And in Day 7, the concentration of ammonia nitrogen in Group D was 1.66 times as that in Group H. Meanwhile, microbial structures in the water bodies of these two groups were significantly different. The abundance of bacteria such as Proteobacteria, Firmicutes, Bacteroidetes, and <italic>Desulphuri</italic>a increased clearly in Group H, which means nitrification and denitrification occurred in the effect of hydrogen injection. These findings suggested that hydrogen could significantly improve aquaculture water health and reduce the production of ammonia nitrogen, which means hydrogen could be used as a functional external method to protect the aquaculture environment.</p>
</abstract>
<kwd-group>
<kwd>hydrogen</kwd>
<kwd>aquaculture water</kwd>
<kwd>nitrogen and phosphorus removal</kwd>
<kwd>ammonia nitrogen removal</kwd>
<kwd>microbial community</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="9"/>
<word-count count="3597"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>In recent years, affected by overfishing and environmental pollution in the natural environment, human beings began to rely on aquaculture to maintain the continuous supply of protein sources. Aquaculture industry has developed rapidly in the world, profoundly changing the global food consumption pattern, and bringing huge economic profits to fishery operators (<xref ref-type="bibr" rid="B5">Bohnes et&#xa0;al., 2022</xref>). In particularly, the intensive aquaculture mode developed rapidly, but its high input and high-yield aquaculture mode made the content of ammonia nitrogen, nitrite nitrogen, total nitrogen, total phosphorus, organic matter and other substances in the aquaculture water exceed the standard, and then it caused a large number of pathogenic microorganisms to multiply. It could further cause the eutrophication of the aquaculture water body to become increasingly serious (<xref ref-type="bibr" rid="B4">Becke et&#xa0;al., 2019</xref>), which not only puts great pressure on the ecological environment but also endangers the normal development and health of cultured animals, and this has seriously damaged the economic benefits of fishery practitioners (<xref ref-type="bibr" rid="B1">Ahmad et&#xa0;al., 2022</xref>).</p>
<p>As an important environmental factor in the aquaculture water body, ammonia nitrogen is an important indicator of water quality monitoring. It exists in the water body in the form of ionic ammonia and non-ionic ammonia (<xref ref-type="bibr" rid="B9">Camargo and Alonso, 2006</xref>). With the rapid development of high-density intensive aquaculture, excessive ammonia nitrogen in the aquaculture water body has become a common environmental problem. The main source of ammonia nitrogen in aquaculture water is usually from the feed and additives of aquatic animal (<xref ref-type="bibr" rid="B49">Zhou and Boyd, 2015</xref>; <xref ref-type="bibr" rid="B6">Boyd, 2018</xref>). During the breeding process, nitrogen containing organic substances in residual bait, residues, excreta and the carcasses of aquatic animal are released into the water body (<xref ref-type="bibr" rid="B49">Zhou and Boyd, 2015</xref>). It is worth noting that this kind of situation is more likely to occur in the high-density breeding mode (<xref ref-type="bibr" rid="B3">Anh et&#xa0;al., 2010</xref>), resulting in the accumulation of ammonia nitrogen. Studies have shown that non-ionic ammonia is the main form of toxicity that causes physiological stress on aquatic animals. Its toxicity is about 300 to 400 times that of ionic ammonia (<xref ref-type="bibr" rid="B41">Xu et&#xa0;al., 2021</xref>). Therefore, non-ionic ammonium is a pollutant which could pose great threat to the health of aquatic organisms (<xref ref-type="bibr" rid="B48">Zheng et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B13">Guo et&#xa0;al., 2022</xref>). Under ammonia nitrogen stress, fish will have acute and chronic toxic effects, and then significant oxidative stress and severe inflammation could be detected in fish. Studies have shown that the increase of non-ionic ammonia will inhibit the excretion of ammonia nitrogen in fish (<xref ref-type="bibr" rid="B41">Xu et&#xa0;al., 2021</xref>). In addition, because of good fat solubility of non-ionic ammonia, it is easy to diffuse into the body through the cell membrane, causing damage to important organs such as gill, reducing the oxygen carrying function of hemoglobin which could transport oxygen. As a result of tissue hypoxia, elevated blood CO<sub>2</sub> concentration and pH value would lead fish dyspnea and decreasing feeding rate, inhibiting its growth and development (<xref ref-type="bibr" rid="B18">Jia et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2022</xref>). Ammonia nitrogen stimulates a series of toxic reactions, such as hypoxia convulsion, agitation or unresponsiveness of fish until death, which seriously damages the health status of breeding animals and the economic benefits of aquaculture practitioners (<xref ref-type="bibr" rid="B9">Camargo and Alonso, 2006</xref>). Therefore, there is a need to focus on the treatment of ammonia nitrogen and other pollutants when dealing with aquaculture water.</p>
<p>Studies have showed that different aquatic organisms have different tolerance to ammonia nitrogen. For example, bluegill is more sensitive while channel catfish has better resistance (<xref ref-type="bibr" rid="B17">Huff et&#xa0;al., 2013a</xref>). Nitrogen forms are diverse and can be transformed into each other, so nitrogen cycle generally exists in the material cycle system composed of the earth&#x2019;s air, water and soil environment (<xref ref-type="bibr" rid="B10">Canfield et&#xa0;al., 2010</xref>). As far as the aquaculture system is concerned, ammonia nitrogen, nitrate nitrogen, nitrite nitrogen and other nitrogen forms will transform and migrate mutually in these environments in the body of water, sediment and aquatic organisms (<xref ref-type="bibr" rid="B45">Zerkle and Mikhail, 2017</xref>; <xref ref-type="bibr" rid="B33">Rose et&#xa0;al., 2021</xref>). Their chemical processes are extremely complex and changeable, which could affected by physical, chemical, biological and other factors, and each process interacts and influences each other. It is generally believed that nitric acid nitrogen is non-toxic to aquatic organisms, ammonia nitrogen is toxic, and the intermediate product nitrite nitrogen is toxic, while nitrogen is stable and non-toxic which cannot be directly used by aquatic organisms, and does not participate in the nitrogen transformation process in water (<xref ref-type="bibr" rid="B26">Lou et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B21">Kim et&#xa0;al., 2019</xref>). It has always been a hot research field for researchers on how to transform toxic nitrogen in the aquaculture water into non-toxic nitrogen or low toxic nitrogen forms (<xref ref-type="bibr" rid="B8">Bucking, 2017</xref>). There have been many studies on how to prepare the ammonia nitrogen concentration in aquaculture water, among which the microbial action is the most widely used because of its high efficiency, green and low cost, such as adding microbial agents (<xref ref-type="bibr" rid="B42">Yang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B32">Praveen et&#xa0;al., 2021</xref>). Microbial treatment refers to the transformation of ammonia nitrogen through the chemical reaction in the process of microbial growth and metabolism. Adjusting the composition of the microbial community in the water body to realize the biotechnology of using different microorganisms to transform nitrogen to regulate aquaculture water quality has become quite important in the field of aquaculture (<xref ref-type="bibr" rid="B30">Niu et&#xa0;al., 2021</xref>). For example, under the action of nitrifying bacteria, the nitrification reaction could take place, which converts the highly toxic ammonia nitrogen into less toxic nitrite or basically non-toxic nitrate. Some products are converted into nitrogen through the denitrification process, thus effectively reducing the concentration of ammonia nitrogen (<xref ref-type="bibr" rid="B44">Yasuda et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Holmes et&#xa0;al., 2019</xref>). In recent years, there are many researches on nitrogen removal in wastewater. According to the principle of nitrate removal, it can be divided into physical method, chemical method and biological method. It is widely used in industrial wastewater, domestic sewage and aquaculture water. Compared to other sewage treatment, in terms of aquaculture water treatment, its demand for treatment methods is more economic, safe and simple. Autotrophic denitrification is a new biological denitrification technology to remove nitrate in water., Kurt first used hydrogen to carry out hydrogen autotrophic denitrification in a conical reactor (<xref ref-type="bibr" rid="B22">Kurt et&#xa0;al., 1987</xref>). The principle is that hydrogen is used as an electronic donor by autotrophic microorganisms to reduce the oxidizing pollutant NO<sub>3</sub>
<sup>-</sup> in water to N<sub>2</sub> (<xref ref-type="bibr" rid="B20">Karanasios et&#xa0;al., 2010</xref>). Compared with other physical and chemical methods such as adsorption method, chemical precipitation method and active metal reduction method, it has the characteristics of lower cost such as no addition of potentially toxic chemical reagents, harmless to cultured animals, simple operation and easy maintenance (<xref ref-type="bibr" rid="B7">Broman et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B46">Zha et&#xa0;al., 2020</xref>). It has achieved remarkable results in many water treatment fields such as high ammonia wastewater treatment and drinking water treatment, and most of these applications tested by the hydrogen nutrition process have achieved high efficiency and high denitrification rate (<xref ref-type="bibr" rid="B20">Karanasios et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B34">Shinoda et&#xa0;al., 2020</xref>). Considering that the aquaculture mode is generally medium and large intensive farms and individual farmers, it is more suitable for the aquaculture water treatment mode.</p>
<p>This study innovatively used the method of filling hydrogen into the aquaculture water body to demonstrate whether the removal of nitrogen and phosphorus were detected and the different pattern of microbial community composition and structure in the water body. And this work would provide the theoretical basis and technical support for removing ammonia nitrogen in aquaculture water.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental materials and chemicals</title>
<p>The aquaculture water used in the experiment is from aquaculture pond of largemouth bass (<italic>Micropterus salmoides</italic>) in the National Agricultural Science and Technology Park&#x2019;s aquaculture pond in Baiyun District, Guangzhou, China. Ammonium chloride (NH<sub>4</sub>Cl, GR, 99.8%) was purchased from Shanghai MACKLIN Biochemical Technology Co., LTD.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Experiment design</title>
<p>12 round plastic buckets of 300-L capacity were prepared and then they were filled with 200 L aquaculture water. Before the beginning of experiment, 2&#xa0;g ammonium chloride were added into these buckets respectively, and then the 12 plastic buckets were divided into Group D and Group H separately. Group D was set as control which means no hydrogen filling into the water. Group H was charged 1000 ppm/ton/hour hydrogen for 15 minutes at 9:00 am and 3:00 pm everyday. Water samples were collected at 9:00 pm in 0, 1, 2, 3, 4, 5, 6, and 7 days after hydrogen injection to detect the content of total nitrogen, ammonia nitrogen, and phosphorus. Water samples after 7-days&#x2019; treatment were collected to analyze the microbial community composition.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Analysis method</title>
<p>PH of the water body is measured with a pH meter (Orion Research Inc., Beverly, MA, USA) and the content of total nitrogen, ammonia nitrogen, and phosphorus were determined with ultraviolet UV spectrometer (Youke Instrument Technology Co., Ltd., Shanghai, China).</p>
<p>The microbial community structure and diversity of Group D and Group H were analyzed by high-throughput sequencing technology. Microbial DNA from water sample per tank in Group D and Group H were extracted with EZNA Fecal DNA Kit (Omega Bio-tek, Inc., United States). The V3-V4 variable region of the 16S rRNA gene was amplified by PCR. Amplicons were separated on a 2% agarose gel, followed by purifying using the AxyPrep DNA Gel Extraction Kit (Axygen Biosciences, Union City, CA, USA), and quantifying using an ABI StepOnePlus real-time PCR instrument (Life Technologies, Carlsbad). Then, purified amplicons were mixed in equimolar amounts and paired-end sequencing (2&#xd7;250) was conducted on an Illumina platform (HiSeq 2,500, Illumina, San Diego, CA, United States). After filtering for noisy sequences and checking for the presence of chimeras, data were assigned to the same operational taxonomic units (OTUs). Intergroup Venn analysis was conducted to identify endemic and shared OTUs using the microbial indicative analysis function of the Omicshare platform (<ext-link ext-link-type="uri" xlink:href="https://www.omicshare.com/">https://www.omicshare.com/</ext-link>). Moreover, the overall microbial composition was conducted with beta analysis through partial least squares discriminant analysis in the Omicshare platform. It was using the RDP classifier software for microbial species annotation (version 2.2, <ext-link ext-link-type="uri" xlink:href="http://sourceforge.net/projects/rdpclassifier/">http://sourceforge.net/projects/rdpclassifier/</ext-link>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Effect of hydrogen on physical and chemical factors of aquaculture water</title>
<p>As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, with the extension of treatment time, the concentration of ammonia nitrogen in the water body of Group H decreased significantly with the extension of treatment time, which was significantly lower than that of Group D from the fourth day of treatment (<italic>P</italic>&lt;0.05). 7 days later, compared to initial concentration, the concentration of ammonia nitrogen in Group D (Control) increased by 45.21%, but the concentration of ammonia nitrogen in Group H decreased by 16.33%. And in Day 7, the concentration of ammonia nitrogen in Group D was 1.66 times as that of Group H. However, there was no significant difference in total nitrogen content and total phosphorus content between Group D and Group H (<italic>P</italic>&gt;0.05).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Effect of hydrogen on <bold>(A)</bold> ammonia nitrogen content, <bold>(B)</bold> total nitrogen content and <bold>(C)</bold> total phosphorus content of aquaculture water. Different lowercase letters above each bar in each group represent significant differences (P &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Hydrogen filling on the microbial alpha diversity of aquaculture water</title>
<p>After 7 days of treatment, as indicated in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, Sobs index, ACE index, Chao1 index, and Shannon Weiner index of microorganisms in aquaculture water in Group H were significantly higher than those in Group D (Control) (<italic>P &lt;</italic>0.05), while Simpson index was significantly lower than that in Group D (<italic>P &lt;</italic>0.05).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Effect of hydrogen filling on microbial alpha diversity in aquaculture water (n=6).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Groups</th>
<th valign="top" align="center">Sobs</th>
<th valign="top" align="center">Shannon index</th>
<th valign="top" align="center">Simpson&#x2019;s diversity index</th>
<th valign="top" align="center">ACE</th>
<th valign="top" align="center">Chao1</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Group D<break/>(Control)</td>
<td valign="top" align="center">862.83 &#xb1; 13.84<sup>a</sup>
</td>
<td valign="top" align="center">4.38 &#xb1; 0.09<sup>a</sup>
</td>
<td valign="top" align="center">0.05 &#xb1; 0.01<sup>b</sup>
</td>
<td valign="top" align="center">1070.41 &#xb1; 19.04<sup>a</sup>
</td>
<td valign="top" align="center">1061.50 &#xb1; 23.95<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Group H</td>
<td valign="top" align="center">1106.00 &#xb1; 34.34<sup>b</sup>
</td>
<td valign="top" align="center">4.89 &#xb1; 0.06<sup>b</sup>
</td>
<td valign="top" align="center">0.02<sup>a</sup>
</td>
<td valign="top" align="center">1292.37 &#xb1; 39.18<sup>b</sup>
</td>
<td valign="top" align="center">1279.19 &#xb1; 40.72<sup>b</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Different lowercase letters above each bar in each group represent significant differences (P &lt; 0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Effect of hydrogen on microbial community structure in aquaculture water</title>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, which showed that Group D (Control) and Group H were obviously separated. PCoA analysis demonstrated substantial differences between Group D (Control) and Group H, indicating that hydrogen had significant effects on the autochthonous microbiota compared to the control.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Effect of hydrogen on microbial community structure in aquaculture water after 7 days.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g002.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Effect of hydrogen on microbial community composition of aquaculture water</title>
<p>From <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, we can know that after 7-days&#x2019; treatment, Group D and Group H has different pattern of microbial community composition. Compared with Group D, the abundance of <italic>Actinobaciota</italic>, <italic>Patescibacteria</italic>, <italic>Cyanobacteria</italic>, <italic>Chloroflexi</italic>, <italic>Planctomycota</italic>, <italic>Verrucomicrobiota</italic> decreased in Group H, while the abundance of <italic>Proteobacter</italic>, <italic>Firmicutes</italic>, <italic>Bacteroidota</italic>, <italic>Desulfobacter</italic> increased. As explained in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>, on the phyla level, the abundance of <italic>Proteobacteria, Firmicutes, Bacteroides</italic> and <italic>Desulfurized bacteria</italic> in Group H was significantly higher than that in Group D (<italic>P &lt;</italic>0.05), while the abundance of <italic>Actinomycetes</italic>, <italic>Patella bacteria</italic>, <italic>Cyanobacteria</italic>, <italic>Planctomycota</italic> and <italic>Verrucomicrobia</italic> in Group H was significantly lower than that in Group D (P&lt;0.05).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Effect of hydrogen on microbial community distribution in aquaculture water after 7 days.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Effect of hydrogen on the difference in microbial community composition of phyla level in aquaculture water after 7 days. &#x201c;*&#x201d; means P &lt; 0.05 and &#x201c;**&#x201d; means P &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g004.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Effect of hydrogen on the difference in microbial community composition of genus level and species level in aquaculture water after 7 days</title>
<p>The genus level as shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, the abundance of <italic>norank_f:norank_o:Saccharimonadales</italic>, <italic>Desulfovibrio</italic>, <italic>Dechromonas</italic>, <italic>Paeniclostridium</italic>, <italic>Clostridium_sensu_stricto_1</italic>, <italic>Dechromobacter</italic> in Group H was significantly higher than that of Group D (<italic>P &lt;</italic>0.05), and the abundance of <italic>TM7a</italic>, <italic>CL500-29_marine_group</italic> was significantly lower than that of Group D (<italic>P &lt;</italic>0.05). The species level as shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, the abundance of <italic>Dechloromonas_sp._An3-5</italic> and <italic>norank_o_Saccharimonadales</italic> in Group H was significantly higher than that of Group D (<italic>P &lt;</italic>0.05).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Effect of hydrogen on the difference in microbial community composition of genus level in aquaculture water after 7 days. &#x201c;*&#x201d; means P &lt; 0.05 and &#x201c;**&#x201d; means P &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Effect of hydrogen on the difference in microbial community composition of species level in aquaculture water after 7 days. &#x201c;*&#x201d; means P &lt; 0.05 and &#x201c;**&#x201d;means P &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1111067-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Considering that the aquaculture mode is generally medium and large intensive farms and individual farmers, it is more suitable for the aquaculture water treatment mode (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2021</xref>). Relying only on the system of self-regulation can&#x2019;t guarantee the stability and harmless of the nitrogen cycle in the breeding environment, it is necessary to use external factors to control and promote the transformation direction of the nitrogen form (<xref ref-type="bibr" rid="B2">Akaboci et&#xa0;al., 2018</xref>). Nitrification and denitrification process are the most important nitrogen absorption process and mechanism in aquaculture water body (<xref ref-type="bibr" rid="B47">Zhang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B28">Mart&#xed;nez-Espinosa et&#xa0;al., 2020</xref>). The present study showed, the ammonia nitrogen content in the water body in Group H was gradually decreased from the initial concentration in the process of hydrogen injection. However, the content of ammonia nitrogen in Group D gradually increased. After 7 days&#x2019; treatment, the ammonia nitrogen content in Group H was significantly lower than that in Group D (<italic>P &lt;</italic>0.05). This suggests that the ammonia nitrogen concentration was significantly reduced in the progression of nitrogen cycle in water. Compared with Group D with 2.4 mg/L ammonia nitrogen, the concentration of ammonia nitrogen in Group H is at a safer level of 1.4 mg/L. For the sensitive aquaculture animals, with a very positive significance, this indicates that water may be more conducive to the survival and development of breeding animals after hydrogen filling treatment. For example, previous study showed that under the environmental conditions of gradient ammonia nitrogen concentration, the three common cyprinid tissues such as liver and gills have a higher health level at low ammonia nitrogen concentration (<xref ref-type="bibr" rid="B37">Wang et&#xa0;al., 2017</xref>). In our research here, the results of physical and chemical analysis showed that during the 7-days&#x2019; experiment, the ammonia nitrogen content in Group D increased significantly, while the ammonia nitrogen content in Group H decreased significantly.</p>
<p>The microbial diversity of the fish aquaculture water body is closely related to the stability of the water quality environment (<xref ref-type="bibr" rid="B39">Woese, 1994</xref>). When the diversity of water microbial community increases, the probability of aquatic biological diseases can be reduced (<xref ref-type="bibr" rid="B39">Woese, 1994</xref>; <xref ref-type="bibr" rid="B29">Niu et&#xa0;al., 2019</xref>). This study showed that the microbial Sobs index, ACE index, Chao1 index and Shannon-Wiener index of Group H were significantly higher than Group D (<italic>P &lt;</italic>0.05), while the Simpson index of Group H was significantly lower than Group D p (<italic>P &lt;</italic>0.05), which showed that a diversity of the microbial community increased significantly, which was conducive to ensuring the circulation of carbon, nitrogen, phosphorus and other elements in the water body and increasing the stability of the water environment (<xref ref-type="bibr" rid="B12">Fuhrman and Jed, 2009</xref>). At present, the effect of hydrogen injection in large-scale aquaculture water bodies on microbial communities is not studied. Noting that the study of microbial community changes in large reservoirs by some researchers (<xref ref-type="bibr" rid="B27">Lymperopoulou et&#xa0;al., 2012</xref>), it is suggested that the microbial community composition will change with water quality in environments with different spatial sizes, and the influence of hydrogen injection in aquaculture water bodies of large spatial scale could be investigated next.</p>
<p>The microbial community structure of the aquaculture water body is very complex and changeable, which not only affects the water environmental indicators, but also may be closely related to the gut microbial community of the aquatic organisms (<xref ref-type="bibr" rid="B19">Jin et&#xa0;al., 2017</xref>). Proteobacteria and bacteroidetes are dominant species of bacteria widely distributed in freshwater bodies. (<xref ref-type="bibr" rid="B15">Henne et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B36">Vaz-Moreira et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B35">Vaz-Moreira et&#xa0;al., 2017</xref>).In Group H of this study, proteobacteria replaced actinomycetes as the first dominant species compared with Group D. At the species level, <italic>Dechloromonas_sp._An3-5</italic> and <italic>norank_o_Saccharimonadales</italic> abundances of Group H were significantly higher than these of Group D (<italic>P &lt;</italic>0.05). <italic>Dechloromonas</italic> which is commonly used in the denitrification treatment system, is a denitrifier which belongs to the family Proteobacteria. And <italic>Dechloromonas</italic> always has participated in the denitrification process of all the enzyme line, which involved in the metabolism of nitrogen such as reducing NO<sub>3</sub>
<sup>-</sup> to N<sub>2</sub> (<xref ref-type="bibr" rid="B11">Coates et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B31">Pieper and Santos, 2004</xref>; <xref ref-type="bibr" rid="B43">Yang et&#xa0;al., 2021</xref>). In addition, some bacteria in Proteobacteria, Firmicutes, Bacteroidetes, and <italic>Desulphuri</italic>a all have the function of denitrification (<xref ref-type="bibr" rid="B14">He et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Wu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B38">Wang et&#xa0;al., 2021</xref>). Not all denitrifiers could undergo complete denitrification, and these microorganisms acted together on the denitrification chain, indicating positive implications for NO<sub>2</sub>
<sup>-</sup> and NO<sub>3</sub>
<sup>-</sup> in many wastewater treatment systems. <italic>Norank_o_Saccharimonadales</italic> is related to the metabolism of sugar, and it is the main microorganism of the hydrolysis and fermentation of macromolecular organic matter in the system (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2020</xref>). It is closely related to the degradation of organic matter in the water body, which is conducive to the improvement of water quality. Our results also suggest that the above two bacteria might be related to hydrogen autotrophic denitrifying bacteria. The groups of bacteria with nitrification and denitrification in Group H, such as Proteus, Desulfurization bacteria, abundance of <italic>Dechloromonas_sp._An3-5</italic> and <italic>norank_o_Saccharimonadales</italic> was increased, which shows that there are huge differences in the nitrogen cycle process between Group D and Group H. Ammonia nitrogen changes to nitrite nitrogen and nitrate nitrogen which was with lower toxicity, and then obvious nitrification and denitrification occur in the water. As nitrate is the highest valence compound of nitrogen element, it can be reduced to low valence nitrogen. In this experiment, the process is accelerated by filling the reducing gas hydrogen. At this stage, microorganisms with nitrification and denitrification functions could become the dominant bacteria in the system, which might also imply that some strains belong to hydrogen autotrophic denitrifying bacteria. And we believe that it requires further experiments to explore the denitrifying microbial population suitable for aquaculture water.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, our findings have demonstrated that 7-days&#x2019; hydrogen treatment could effectively reduce ammonia nitrogen concentration in aquaculture water. Meanwhile, hydrogen significantly changed the microbial structures and distributions in the water bodies. The abundance of bacteria such as Proteobacteria, Firmicutes, Bacteroidetes, and <italic>Desulphuria</italic> increased clearly in Group H, which means nitrification and denitrification occurred in the effect of hydrogen injection. These findings suggested that hydrogen could significantly improve aquaculture water health, reduce the production of ammonia nitrogen, which means hydrogen could be used as a functional external method to protect the aquaculture environment.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: BioProject, PRJNA915221.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>JH and LW: conceptualization.SN, JH, LH, ML and XL: methodology. SN,WZ and JY: formal analysis and writing &#x2013;original draft. LH, ML, YL and XL: data curation. SN,JH, and LW: writing &#x2013; review and editing. SN,WZ and JY: visualization. LW: supervision. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This research was supported by Foshan Agricultural Special Project and Guangzhou Science and Technology Program project (202102020234).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>YL is employed by Guangdong Cawolo Hydrogen Technology Company Ltd. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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