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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1748570</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> (MXene) disrupts growth and development in <italic>Daphnia magna</italic> by suppressing related genes and inducing gut microbiome dysbiosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xiang</surname>
<given-names>Qianqian</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3282817"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Yanping</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yongfang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Shaoxiang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chang</surname>
<given-names>Xuexiu</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2088934"/>
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<aff id="aff1"><label>1</label><institution>Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, College of Agronomy and Life Sciences, Kunming University</institution>, <city>Kunming</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Great Lakes Institute for Environmental Research, University of Windsor</institution>, <city>Windsor</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Xuexiu Chang, <email xlink:href="mailto:xchang@uwindsor.ca">xchang@uwindsor.ca</email>; Qianqian Xiang, <email xlink:href="mailto:xiangqqian@163.com">xiangqqian@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-09">
<day>09</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1748570</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Xiang, Wu, Li, Li and Chang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Xiang, Wu, Li, Li and Chang</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>The potential risks of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> (MXene) nanomaterials to the ecological environment and human health have drawn increasing attention due to their widespread applications in the fields of biomedicine and environmental remediation. Although the aquatic ecotoxicity of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> has been reported, little is known about how Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> disrupts the physiological processes that regulate growth and development in zooplankton. This study investigated the toxic effects and mechanisms of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure on the growth and development of <italic>Daphnia magna</italic> through gene expression and gut microbiome analyses. Results show that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure significantly reduced moulting frequency, body length, body width, and absolute growth rate in <italic>D. magna</italic>. Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> led to a significant decrease in the expression of growth and development-related genes (<italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp, hr3</italic>, and <italic>cpa1</italic>) in <italic>D. magna</italic>. Microbiome analysis revealed that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> resulted in a decrease in Proteobacteria and an increase in Bacteroidota in the microbial community of <italic>D. magna</italic>. Meanwhile, Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced reduced abundances of <italic>Pseudomonas</italic> and <italic>Aeromonas</italic>, as well as increased abundances of <italic>Bacillus</italic> and <italic>Phascolarctobacterium</italic>. These microbial functions primarily contribute to energy acquisition and metabolism. This study indicated that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can inhibit the growth and development of <italic>D. magna</italic> by inhibiting the expression of growth and development-related genes and inducing intestinal microbial community dysbiosis. This study provides new insights into understanding the mechanisms of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> toxicity on the growth and development of zooplankton in aquatic ecosystems.</p>
</abstract>
<kwd-group>
<kwd><italic>Daphnia magna</italic></kwd>
<kwd>gene expression</kwd>
<kwd>growth and development</kwd>
<kwd>gut microbiome</kwd>
<kwd>MXenes</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was financially supported by the Basic Research Project of Yunnan Province (Nos. 202501AT070062, 202401AU070014, 2019FA043), and Kunming University Talent Programs (YJL2219), the International Joint Innovation Team for Yunnan Plateau Lakes and Laurentian Great Lakes, and Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health.</funding-statement>
</funding-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="12"/>
<word-count count="6960"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbial Symbioses</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>MXenes are an emerging class of two-dimensional transition metal carbon/nitride nanomaterials, first synthesized in 2011 (<xref ref-type="bibr" rid="ref22">Naguib et al., 2011</xref>). The MXene family now encompasses over 30 distinct members, with Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> nanomaterials representing one of its most representative constituents (<xref ref-type="bibr" rid="ref4">Cheng et al., 2022</xref>; <xref ref-type="bibr" rid="ref28">Rong et al., 2024</xref>). Due to its unique physical and chemical properties, such as excellent metallic conductivity, hydrophilicity, dispersion stability, and flexibility, Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> has been extensively studied in fields including sensors (<xref ref-type="bibr" rid="ref12">Kim et al., 2018</xref>), energy storage, medical therapy (<xref ref-type="bibr" rid="ref38">Zhao et al., 2020</xref>), catalysis, and environmental remediation (<xref ref-type="bibr" rid="ref8">Ganji et al., 2024</xref>; <xref ref-type="bibr" rid="ref17">Liao et al., 2024</xref>; <xref ref-type="bibr" rid="ref37">Ye et al., 2025</xref>). With large-scale production and immense applications anticipated in the foreseeable future, Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> materials will inevitably be released into the environment. It has raised public concerns regarding their potential risks to ecosystems and human health (<xref ref-type="bibr" rid="ref36">Xie et al., 2020</xref>; <xref ref-type="bibr" rid="ref32">Vasyukova et al., 2022</xref>).</p>
<p>Aquatic ecosystems are the ultimate destination for nanomaterials released into the environment. Consequently, understanding the ecotoxicity of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> nanomaterials toward aquatic organisms is crucial for assessing their aquatic ecological safety and health impacts. The growth and development of aquatic organisms are important indicators for assessing environmental pollutants, and their abnormal changes will seriously affect the health of individual organisms and populations, and even threaten the structural and functional stability of aquatic ecosystems (<xref ref-type="bibr" rid="ref30">Salerno et al., 2021</xref>). In recent years, the developmental toxicity of MXene toward aquatic organisms has been documented. Exposure to 100 and 200&#x202F;&#x03BC;g/mL Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> for 4&#x202F;days resulted in metallic titanium accumulation within zebrafish embryos, leading to increased mortality during embryonic development (<xref ref-type="bibr" rid="ref23">Nasrallah et al., 2018</xref>). Similarly, exposure to 100 and 200&#x202F;&#x03BC;g/mL Nb<sub>2</sub>CT<sub>x</sub> and DL-Nb<sub>4</sub>C<sub>3</sub>T<sub>x</sub> also induced mortality and malformations in zebrafish embryo development (<xref ref-type="bibr" rid="ref27">Rasheed et al., 2024</xref>). Exposure to 5 and 10&#x202F;&#x03BC;g/mL Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> for 7&#x202F;days caused metabolic disruption in <italic>Microcystis aeruginosa</italic> (e.g., porphyrin and chlorophyll metabolism, glycerophospholipid metabolism), thereby inhibiting algal photosynthetic activity and ultimately suppressing algal growth (<xref ref-type="bibr" rid="ref34">Xiang et al., 2025</xref>). These studies suggest MXene exposure poses potential threats to the growth and development of aquatic vertebrates and phytoplankton. However, little is known about how MXene disrupts the physiological processes that regulate growth and development in zooplankton.</p>
<p><italic>Daphnia magna</italic> is one of the quintessential planktonic crustaceans within aquatic ecosystems (<xref ref-type="bibr" rid="ref6">Ebert, 2022</xref>; <xref ref-type="bibr" rid="ref24">Power et al., 2025</xref>). Owing to its diminutive size, prolific reproductive capacity, short life cycle, and acute sensitivity to water quality, <italic>D. magna</italic> has emerged as an ideal model organism for assessing nanomaterial contamination in aquatic environments (<xref ref-type="bibr" rid="ref29">Roy and Roy, 2024</xref>; <xref ref-type="bibr" rid="ref26">Queiroz and de Torresi, 2025</xref>). Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> for 48&#x202F;h induces substantial accumulation of metallic titanium within <italic>D. magna</italic>, resulting in acute mortality (<xref ref-type="bibr" rid="ref37">Ye et al., 2025</xref>). Concurrently, 24-h exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> disrupted multiple metabolic pathways in <italic>D. magna</italic>, including phospholipids, pyrimidine, tryptophan, arginine, glycerol esters, and the pentose phosphate pathway (<xref ref-type="bibr" rid="ref35">Xiang et al., 2024</xref>). Although the toxicity of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> to <italic>D. magna</italic> has been explored, the effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on the growth and development of <italic>D. magna</italic> and their underlying mechanisms remain unclear. Some studies indicated that pollutants can influence <italic>D. magna</italic> growth and development by regulating gene expression associated with these processes (e.g., <italic>cyp314</italic>, <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp</italic>., <italic>hr3</italic>, <italic>cut</italic>, <italic>cht</italic>, and <italic>cht3</italic>) (<xref ref-type="bibr" rid="ref31">Seyoum et al., 2020</xref>; <xref ref-type="bibr" rid="ref3">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="ref33">Wei et al., 2022</xref>). Further investigations indicated pollutants can also disrupt the structure and function of <italic>D. magna</italic> microbial communities, thereby affecting growth and development (<xref ref-type="bibr" rid="ref1">Akbar et al., 2020</xref>; <xref ref-type="bibr" rid="ref19">Lovern and Van Hart, 2022</xref>). Evidently, examining gene expression patterns related to growth and development alongside microbial alterations offers novel perspectives for elucidating the mechanisms underpinning Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> toxicity toward <italic>D. magna</italic> growth and development.</p>
<p>The primary objective of this study is to investigate the toxic effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on the growth and development of <italic>D. magna</italic>, while integrating data on growth-related gene expression (<italic>cyp314</italic>, <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>ecrb</italic>, <italic>usp</italic>., <italic>hr3</italic>, <italic>ftz-f1</italic>, and <italic>cpa1</italic>) and gut microbiota (the community, diversity, and function of the microbiota) to elucidate the mechanisms underlying Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> toxicity. This study found that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure could interfere with the growth of <italic>D. magna</italic> and induce dysbiosis of its intestinal microbial community. These findings provide a reference for understanding the growth toxicity of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on planktonic crustaceans and its associated mechanisms.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Experimental materials and organisms</title>
<p>Titanium carbide (Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>) nanomaterials were purchased from Xianfeng Nano Technology Co., Ltd., Nanjing, China. The size and morphology of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> were characterized using a transmission electron microscope (JIM-2100, Japan). The charge and hydrated size of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> were determined using a Bru -Kehaven high-sensitivity Zeta potential and size analysis instruments (NanoBrook 90plus PALS, United States).</p>
<p><italic>Daphnia magna</italic> was procured from the Guangdong Provincial Laboratory Animal Inspection Institute. Daphnia were continuously cultured for three generations in beakers containing tap water aerated for over 3&#x202F;days within an artificial climate chamber (Shanghai Yiheng Scientific Instrument Co., Ltd.). Cultivation conditions were set as follows: light&#x2013;dark cycle 16&#x202F;h:8&#x202F;h, temperature maintained at 21&#x202F;&#x00B1;&#x202F;1&#x202F;&#x00B0;C. Daphnia were fed twice daily with <italic>Chlorella vulgaris</italic>, at a concentration of 1&#x202F;&#x00D7;&#x202F;10<sup>5</sup> cells/mL. These cultivation conditions comply with the protocol provided by the International Organization for Standardization (ISO 6341: 2012).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Experimental exposure protocol</title>
<p>This experiment established three Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> treatment groups: 0&#x202F;mg/L (control group), 0.01&#x202F;mg/L, and 1&#x202F;mg/L. These concentrations were selected based on environmentally relevant titanium concentrations (<xref ref-type="bibr" rid="ref11">Kaegi et al., 2008</xref>). To investigate the growth and development of <italic>D. magna</italic>, 1-day-old neonates (&#x2264;24&#x202F;h) were selected because they are in the early developmental stage with high sensitivity to environmental pollutants, and their growth and development processes are relatively homogeneous, which can reduce the experimental variation caused by individual differences. 1-day-old neonates were exposed to three Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> treatment groups, with 5 individuals per 50&#x202F;mL of exposure solution. The exposure period lasted for 7&#x202F;days, during which Chlorella was fed daily at a concentration of 1&#x202F;&#x00D7;&#x202F;10<sup>5</sup> cells/mL, and the exposure solution was completely renewed every 2&#x202F;days. After the exposure period, <italic>D. magna</italic> was subjected to growth and development phenotypic analysis. Meanwhile, Daphnia samples were collected and stored in a&#x202F;&#x2212;&#x202F;80&#x202F;&#x00B0;C ultra-low temperature refrigerator for subsequent analysis of the expression of growth and development-related genes. In addition, to obtain sufficient samples of the intestinal microbiota of <italic>D. magna</italic>, 14-day-old individuals with a stable gut microbiome were exposed following the same procedure described above. To avoid the interference of secondary changes in the gut microbiome caused by long-term growth inhibition, the daphnids were dissected under a stereomicroscope in a sterile environment after 1&#x202F;day of exposure, and the intestines from every 20 individuals were pooled as one sample for intestinal microbiota analysis.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Observation of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> accumulation in <italic>Daphnia magna</italic></title>
<p>The accumulation of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> within <italic>D. magna</italic> was observed and analyzed following the methods described in previous research (<xref ref-type="bibr" rid="ref35">Xiang et al., 2024</xref>). Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>, being a black substance, is readily observable and detectable within the transparent bodies of <italic>D. magna</italic>. Consequently, this study employed a standard optical microscope to observe Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> within <italic>D. magna</italic>. Briefly, Daphnia exposed for 7&#x202F;days were absorbed onto concave glass slides and covered with coverslips. Samples were then placed under an Olympus optical microscope (Model BX53F2C) to observe Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> accumulation within the organisms. Distribution within the intestinal tract was documented using a CCD-D23 camera.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Analysis of the growth and developmental phenotypes of <italic>Daphnia magna</italic></title>
<p>The growth and developmental phenotypes of <italic>D. magna</italic> were analyzed with reference to the methods reported in previous study (<xref ref-type="bibr" rid="ref25">Qi et al., 2022</xref>). The primary biological indicators for growth and development in this study comprised moulting frequency, body length, body width, and absolute growth rate. Briefly, to determine the moulting frequency, <italic>Daphnia</italic> were observed and counted under a microscope every 24&#x202F;h during the exposure period to record the number of molts. Following the conclusion of the 7-day exposure period, <italic>Daphnia</italic> were examined under an Olympus optical microscope (Model BX53F2C), with changes in body length and width documented and analyzed via CCD-D23 imaging. Concurrently, the absolute growth rate of <italic>Daphnia</italic> was analyzed based on body length data.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Determination of the expression of growth and development-related genes in <italic>Daphnia magna</italic></title>
<p>The expression of growth and development-related genes in <italic>D. magna</italic> was analyzed with reference to the method reported in previous study (<xref ref-type="bibr" rid="ref3">Chen et al., 2021</xref>). To evaluate growth and development progression, mRNA expression was measured for <italic>cyp314</italic>, <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>ecrb</italic>, <italic>usp., hr3</italic>, <italic>ftz-f1</italic>, and <italic>cpa1</italic> genes, which are critical regulators of <italic>D. magna</italic> growth and development. Briefly, total RNA was extracted from <italic>D. magna</italic> using the Trizol reagent kit according to the manufacturer&#x2019;s protocol. Subsequently, the concentration and integrity of total RNA in each sample were analyzed using a nucleic acid and protein analyzer (NanoDrop2000) and agarose gel electrophoresis, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Finally, RNA was reverse transcribed into cDNA for quantitative real-time PCR detection. Primers for amplifying and detecting relevant genes in <italic>D. magna</italic> used in this study are provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>.</p>
<p>Real-time quantitative PCR (RT-qPCR) was analyzed using an ABI 7300 real-time quantitative PCR instrument (Applied Biosystems, United States). Briefly, First, the <italic>Daphnia</italic> cDNA obtained via reverse transcription was combined with primers upstream and downstream of the target gene and internal control gene. Subsequently, a 10&#x202F;&#x03BC;L PCR reaction system was prepared using 2&#x202F;&#x00D7;&#x202F;ChamQ SYBR Color qPCR Master Mix and sterile water following the SYBR Green I dye method. Reaction conditions were as follows: initial denaturation at 95&#x202F;&#x00B0;C for 5&#x202F;min, followed by 40&#x202F;cycles comprising 95&#x202F;&#x00B0;C for 5&#x202F;s, 55&#x202F;&#x00B0;C for 30&#x202F;s, and 72&#x202F;&#x00B0;C for 40&#x202F;s. A melting curve analysis was subsequently performed to confirm reaction specificity. Finally, the <italic>&#x03B2;-actin</italic> gene from <italic>D. magna</italic> served as the reference internal control gene, and the relative mRNA expression levels of the target genes were calculated using the 2<sup>-&#x0394;&#x0394;Ct</sup> method.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Gut microbial analysis of <italic>Daphnia magna</italic></title>
<p>The analysis of the intestinal microbiota in <italic>D. magna</italic> was performed via high-throughput sequencing with reference to the method reported in previous study (<xref ref-type="bibr" rid="ref15">Li et al., 2022</xref>). Briefly, DNA was first extracted from <italic>Daphnia</italic> intestinal samples using a DNA extraction kit (Omega Bio-tek, Norcross, GA, United States). Sample DNA integrity and concentration were assessed via 1% agarose gel electrophoresis and NanoDrop2000 (Thermo Scientific, United States), respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). Secondly, using the extracted DNA as template, PCR amplification of the 16S rRNA gene was performed with primers 341F (5&#x2019;-CCTACGGGNGGCWGCAG-3&#x2032;) and 785R (5&#x2019;-GACTACHVGGGTATCTAATCC-3&#x2032;). Subsequently, PCR products were recovered and purified via 2% agarose gel electrophoresis. Finally, recovered products were quantified using the Qubit 4.0 system (Thermo Fisher Scientific, United States) and sequenced on Shanghai Meiji Biotechnology Co., Ltd.&#x2019;s Illumina PE300/PE250 platform.</p>
<p>Following sequencing completion, Operational Taxonomic Unit (OTU) clustering analysis was performed on quality-controlled, assembled sequences using 97% similarity. Concurrently, microbial community diversity indices were analyzed based on OTU data. Subsequently, OTU taxonomic annotation was performed using the Silva 16S rRNA gene database (v138) at a 70% confidence threshold, with community composition at various taxonomic levels quantified for each sample. Finally, functional prediction of microbial communities was analyzed using Tax4Fun. All microbial data analyses in this study were conducted on the Shanghai Meiji Bio Cloud Platform.<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref></p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Data analysis</title>
<p>The data from this study underwent normality testing via the Kolmogorov&#x2013;Smirnov method. To distinguish significant differences between the control and treatment groups, a one-way analysis of variance (ANOVA) was performed using SPSS 26.0 software, followed by post-hoc multiple comparisons (Duncan&#x2019;s test). A <italic>p</italic>-value &#x003C; 0.05 indicates statistically significant differences between the control and treatment groups.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Characterization of the physicochemical properties of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> and its accumulation in <italic>Daphnia magna</italic></title>
<p>Electron microscopy characterization revealed (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>) that the Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exhibited the following typical features: the Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> material displayed distinct irregular flakes with a diameter of approximately 100&#x202F;nm, showing no significant large-area agglomeration (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3A</xref>). The surface charge of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> was negatively charged at approximately &#x2212;18&#x202F;mV, with a hydrated sheet diameter of approximately 1.8&#x202F;&#x03BC;m. Furthermore, optical microscopy revealed (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>) that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can lead to their accumulation in <italic>Daphnia</italic>. No Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> was observed within the bodies of <italic>D. magna</italic> in the control group (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3B</xref>). However, Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> accumulation was observed in <italic>D. magna</italic> following exposure to both 0.01 and 1&#x202F;mg/L concentrations, with the primary distribution occurring within intestinal tissues (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S3C,D</xref>).</p>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Phenotypic alterations in the growth and development of <italic>Daphnia magna</italic></title>
<p>Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can induce abnormal growth phenotypes in <italic>D. magna</italic> (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Compared with the control group, exposure to 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> significantly reduced the moulting frequency of <italic>D. magna</italic>. During the 7-day exposure period, the average moulting frequency per individual in the control group was 5.15&#x202F;&#x00B1;&#x202F;0.19, while that in the 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group was 4.7&#x202F;&#x00B1;&#x202F;0.26 (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). Compared with the control group, exposure to both 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced a significant reduction in the body length and width of <italic>D. magna</italic>. After 7&#x202F;days of exposure, the average body length and width per individual in the control group were 2.37&#x202F;&#x00B1;&#x202F;0.03&#x202F;mm and 1.68&#x202F;&#x00B1;&#x202F;0.04&#x202F;mm, respectively, while those in the 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group were 2.09&#x202F;&#x00B1;&#x202F;0.05&#x202F;mm and 1.44&#x202F;&#x00B1;&#x202F;0.05&#x202F;mm (<xref ref-type="fig" rid="fig1">Figures 1B</xref>,<xref ref-type="fig" rid="fig1">C</xref>). Compared with the control group, exposure to 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> both significantly reduced the absolute growth rate of <italic>D. magna</italic>. After 7&#x202F;days of exposure, the average absolute growth rate in the control group was 0.21&#x202F;&#x00B1;&#x202F;0.004&#x202F;mm/d, while that in the 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group was 0.17&#x202F;&#x00B1;&#x202F;0.007&#x202F;mm/d (<xref ref-type="fig" rid="fig1">Figure 1D</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on the growth and development phenotypes of <italic>D. magna</italic>. <bold>(A)</bold> Moulting frequency of <italic>D. magna</italic>. <bold>(B)</bold> Body length of <italic>D. magna</italic>. <bold>(C)</bold> Body width of <italic>D. magna</italic>. <bold>(D)</bold> Absolute growth rate of <italic>D. magna</italic>. &#x002A;Indicates a statistically significant difference between the control group and treatment groups (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.05). &#x002A;&#x002A;Indicates an extremely statistically significant difference between the control group and treatment groups (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.01).</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graphs illustrating the effects of different concentrations of Ti&#x2083;C&#x2082;T&#x2093; (0.01 and 1.00 mg/L) on Daphnia magna: A) Molting frequency decreases with increased concentration, showing significant reduction with asterisks. B) Body length also shows significant decrease. C) Body width is reduced significantly. D) Absolute growth rate decreases similarly, all compared to the control. Bars are color-coded: green for control, orange for 0.01 mg/L, and blue for 1.00 mg/L.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Gene expression related to <italic>Daphnia magna</italic> growth and development</title>
<p>Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced differential expression of genes related to growth and development in <italic>D. magna</italic> (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Compared with the control group, exposure to 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> significantly increased the expression of the growth and development genes <italic>cyp314</italic> and <italic>ftz-f1</italic> in <italic>D. magna</italic>, while significantly decreasing the expression of the genes <italic>ecra</italic> and <italic>hr3</italic> (<xref ref-type="fig" rid="fig2">Figures 2A</xref>,<xref ref-type="fig" rid="fig2">G</xref>,<xref ref-type="fig" rid="fig2">C</xref>,<xref ref-type="fig" rid="fig2">F</xref>). Notably, exposure to 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced a significant reduction in the expression of the <italic>D. magna</italic> developmental genes <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp., hr3</italic>, and <italic>cpa1</italic>, while having no apparent effect on the expression of the genes <italic>ecrb</italic> and <italic>ftz-f1</italic> (<xref ref-type="fig" rid="fig2">Figures 2B</xref>&#x2013;<xref ref-type="fig" rid="fig2">H</xref>). Exposure to both 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced a significant reduction in expression of the <italic>D. magna</italic> developmental genes <italic>ecra</italic> and <italic>hr3</italic>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on the expression of growth and development-related genes in <italic>D. magna</italic>. <bold>(A)</bold> The relative expression of <italic>cyp314</italic>. <bold>(B)</bold> The relative expression of <italic>cyp18a1</italic>. <bold>(C)</bold> The relative expression of <italic>ecra</italic>. <bold>(D)</bold> The relative expression of <italic>ecrb</italic>. <bold>(E)</bold> The relative expression of <italic>usp</italic>. <bold>(F)</bold> The relative expression of <italic>hr3</italic>. <bold>(G)</bold> The relative expression of <italic>ftz-f1</italic>. <bold>(H)</bold> The relative expression of <italic>cpa1</italic>.&#x002A;Indicates a statistically significant difference between the control group and treatment groups (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.05). &#x002A;&#x002A;Indicates an extremely statistically significant difference between the control group and treatment groups (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.01).</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Eight bar graphs labeled A to H show the relative expression of different genes with varying concentrations of Ti&#x2083;C&#x2082;T&#x2093; (0.01 mg/L, 1.00 mg/L) versus a control. Graph A shows increased cyp314 expression at 0.01 mg/L. Graph B shows decreased cyp18a1 expression at 1.00 mg/L. Graph C shows reduced ecr&#x03B1; expression with concentration increase. Graph D shows stable ecr&#x03B2; expression. Graph E shows decreased usp expression at 1.00 mg/L. Graph F shows reduced hr3 expression at both concentrations. Graph G indicates increased ftz-f1 expression at 0.01 mg/L. Graph H shows decreased cpa1 expression at 1.00 mg/L. Bars depict standard deviation.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec14">
<label>3.4</label>
<title>Gut microbial community diversity</title>
<p>Exposure to high concentrations of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> showed a trend toward increased diversity and richness of the intestinal microbial community in <italic>D. magna</italic> (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Compared to the control group, exposure to 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> had no significant effect on Ace and Chao indices, whereas 1&#x202F;mg/L exposure showed a trend toward increased Ace and Chao indices (<xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">B</xref>). Similarly, exposure to 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> showed no significant effect on the Shannon index, whereas 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure exhibited an increasing trend in the Shannon index (<xref ref-type="fig" rid="fig3">Figures 3C</xref>,<xref ref-type="fig" rid="fig3">D</xref>). Notably, exposure to 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> resulted in a slight decrease in the Simpson index, whereas exposure to 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> caused a significant reduction in the Simpson index.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> on the <italic>&#x03B1;</italic>-diversity of the intestinal microbiota in <italic>D. magna</italic>. <bold>(A)</bold> Ace index, <bold>(B)</bold> Chao index, <bold>(C)</bold> Shannon index, <bold>(D)</bold> Simpson index.</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graphs display biodiversity indices at different concentrations of Ti&#x2083;C&#x2082;T&#x2093; (0.01 mg/L, 1.00 mg/L) compared to a control. Chart A shows ACE, Chart B shows Chao, Chart C shows Shannon, and Chart D shows Simpson indices. Each chart indicates an increase or decrease in values with concentration variation. Error bars represent data variability.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<label>3.5</label>
<title>Changes in gut microbial phyla and genera levels in <italic>Daphnia magna</italic></title>
<p>Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced significant alterations in the phylum-level microbial communities of the intestinal tract in <italic>D. magna</italic> (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Principal coordinate analysis (PCoA) results revealed (<xref ref-type="fig" rid="fig4">Figure 4A</xref>) that the first principal component accounted for 46.1% of variance, while the second component contributed 33.43%, indicating strong discriminative power between treatment groups. The Venn diagram results (<xref ref-type="fig" rid="fig4">Figure 4B</xref>) revealed 745, 960, and 1,656 OTUs in the control, 0.01&#x202F;mg/L, and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> groups, respectively. Among these OTUs, 365 were shared among the different treatment groups (control group, 0.01&#x202F;mg/L, and 1&#x202F;mg/L), accounting for 16.37% of the total OTUs. In addition, the number of unique OTUs in the 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group was 337 (15.11%), while that in the 1&#x202F;mg/L group was 991 (44.44%). Results at the microbial phylum level (<xref ref-type="fig" rid="fig4">Figure 4C</xref>) showed that in the control group, the most abundant phylum in the intestinal microbiota was Proteobacteria (71.94%), followed by Bacteroidota (18.35%), Firmicutes (6.53%), and Actinobacteriota (1.72%). In the 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group, Proteobacteria was still the dominant phylum (64.19%), followed by Bacteroidota (21.20%), Firmicutes (11.52%), and Actinobacteriota (1.31%). For the 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> group, the phylum-level abundance ranking was Proteobacteria (56.71%), Bacteroidota (23.87%), Firmicutes (11.64%), and Actinobacteriota (3.90%).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure induces alterations in the intestinal microbiota of <italic>D. magna</italic>. <bold>(A)</bold> Principal coordinate analysis (PCoA) shows a clear separation of the intestinal microbiota between the control group and titanium carbide treatment groups. <bold>(B)</bold> Venn diagram displays the number of microbial species (i.e., OTUs) among different treatment groups. <bold>(C)</bold> 16S rRNA sequencing reveals the phylum-level composition profiles of the intestinal microbiota in the control group and titanium carbide treatment groups.</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows a PCA plot with PC1 and PC2 axes, differentiating control, 0.01, and 1.00 samples by color. Panel B depicts a Venn diagram comparing Control, 0.01, and 1.00 groups with unique and shared elements, along with a bar chart of their total counts. Panel C presents stacked bar charts showing the percent abundance of various bacterial phyla in different sample groups.</alt-text>
</graphic>
</fig>
<p>Exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induced significant changes in the intestinal microbiota community of <italic>D. magna</italic> at the genus level (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). Compared with the control group, 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> decreased the abundances of <italic>Pseudomonas</italic>, <italic>Aeromonas</italic>, and <italic>Rhodobacteraceae</italic> in the intestines of <italic>D. magna</italic>, while increasing the abundances of <italic>Pedobacter</italic> and <italic>Bacillus</italic>. In contrast, 1.00&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> reduced the abundances of <italic>Blastomonas</italic>, <italic>Pseudomonas</italic>, <italic>Aeromonas</italic>, and <italic>Chitinophagales</italic>, and elevated the abundances of <italic>Rhodobacteraceae</italic>, <italic>Bacillus</italic>, <italic>Acinetobacter</italic>, and <italic>Phascolarctobacterium</italic> in the Daphnids&#x2019; intestines (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>).</p>
</sec>
<sec id="sec16">
<label>3.6</label>
<title>Functional prediction of gut microbiota</title>
<p>Predictions of gut microbial functions indicated that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure induced significant differences in the abundance of gut microbial functional groups associated with the growth and development of <italic>D. magna</italic> (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Among the functional categories directly related to the growth and development of <italic>D. magna</italic>, exposure to 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> both decreased the abundances of amino acid transport and metabolism, energy production and conversion, and posttranslational modification, protein turnover, chaperones. Exposure to 0.01&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> significantly reduced the abundances of inorganic ion transport and metabolism, replication, recombination and repair, cell membrane biogenesis, carbohydrate transport and metabolism, and nucleotide transport and metabolism (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). For the functional categories indirectly associated with <italic>D. magna</italic> growth and development, exposure to 0.01 and 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> both decreased the abundance of the cell motility functional category and increased that of the cytoskeleton functional category (<xref ref-type="fig" rid="fig5">Figure 5B</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Functional prediction of intestinal microbiota involved in the growth and development of <italic>D. magna</italic> induced by Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>. <bold>(A)</bold> Functional categories of intestinal microbiota directly involved in the growth and development of <italic>D. magna</italic> induced by Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>. <bold>(B)</bold> Functional categories of intestinal microbiota indirectly involved in the growth and development of <italic>D. magna</italic> induced by Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>. &#x002A;Indicates a statistically significant difference between the control group and treatment groups (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.05).</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graphs (A and B) displaying the abundance of various biological functions under control, 0.01_Ti&#x2083;C&#x2082;T&#x2093;, and 1.00_Ti&#x2083;C&#x2082;T&#x2093; conditions. Functions are labeled with letters corresponding to descriptions below, such as RNA processing and modification (A) and energy production (C). Error bars indicate variability.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<label>4</label>
<title>Discussion</title>
<p>Nanomaterials exert a pronounced inhibitory effect on <italic>D. magna</italic> growth and development. As primary consumers in aquatic ecosystems, <italic>Daphnia</italic>&#x2019;s developmental status directly influences food chain dynamics and material cycling equilibrium in freshwater ecosystems (<xref ref-type="bibr" rid="ref6">Ebert, 2022</xref>; <xref ref-type="bibr" rid="ref18">Liu et al., 2024</xref>). Consequently, <italic>Daphnia</italic>&#x2019;s growth and development warrant significant attention. This study shown that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> significantly reduced the moulting frequency, body length, and body width of <italic>D. magna</italic>, and even inhibits its growth rate. This indicates that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> suppresses the growth and development of <italic>D. magna</italic>. Similarly, exposure to other metallic nanomaterials (e.g., titanium dioxide nanoparticles, iron oxide nanoparticles, silver nanoparticles, zinc oxide nanoparticles, copper nanoparticles, chromium nanoparticles) has been observed to reduce the moulting frequency, body length, and growth rate of <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref20">Lu et al., 2017</xref>; <xref ref-type="bibr" rid="ref7">Ellis et al., 2020</xref>; <xref ref-type="bibr" rid="ref25">Qi et al., 2022</xref>; <xref ref-type="bibr" rid="ref5">Chorfi et al., 2024</xref>). Exposure to non-metallic nanomaterials (e.g., silica nanoparticles) also impairs <italic>D. magna</italic> growth (<xref ref-type="bibr" rid="ref13">Kim et al., 2021</xref>). It is evident that the growth and development of <italic>Daphnia</italic> serve as important biological indicators for responding to nanomaterial pollution in aquatic environments. To the best of our knowledge, this study is the first to reveal the effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> nanomaterials on the growth and development of <italic>D. magna</italic>.</p>
<p>Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can inhibit the growth of <italic>D. magna</italic> by downregulating the expression of growth and development-related genes. As is well known, the growth and development of <italic>D. magna</italic> are closely associated with the expression of growth-related genes (<xref ref-type="bibr" rid="ref39">Zhong et al., 2025</xref>). Previous study has shown that <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp</italic>., <italic>hr3</italic>, and <italic>cpa1</italic> were the major genes regulating the growth and development of <italic>D. magna</italic>, and their abnormal expression can directly affect the growth of <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref3">Chen et al., 2021</xref>). The present study found that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure significantly reduced the expression of <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp</italic>., <italic>hr3</italic>, and <italic>cpa1</italic> genes, accompanied by decreased growth. This suggests that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can reduce the growth of <italic>D. magna</italic> by inhibiting the expression of its growth-related genes. Similarly, perfluorooctane sulfonate (PFOS) exposure can reduce the growth of <italic>D. magna</italic> by downregulating the expression of <italic>ecra</italic>, <italic>usp</italic>., and <italic>hr3</italic> genes (<xref ref-type="bibr" rid="ref31">Seyoum et al., 2020</xref>). Exposure to cadmium (Cd) can downregulate the <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp</italic>., <italic>hr3</italic>, and <italic>cpa1</italic> genes in <italic>D. magna</italic>, thereby inhibiting its growth (<xref ref-type="bibr" rid="ref33">Wei et al., 2022</xref>). Exposure to polystyrene micro/nanoplastics also caused significant reduction in the expression of <italic>D. magna</italic> growth-related genes, resulting in diminished growth (<xref ref-type="bibr" rid="ref2">Chen et al., 2024</xref>).</p>
<p>Dysbiosis of the intestinal microbiota is also one of the important factors through which Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> affects the growth and development of <italic>D. magna</italic>. The intestine is a key tissue and organ for digestion and absorption in organisms, and its microbiota plays a crucial role in regulating and maintaining the growth and development of the host (<xref ref-type="bibr" rid="ref16">Li et al., 2023</xref>). Previous studies have shown that intestinal microbiota dysbiosis can cause abnormalities in the growth and development of organisms, mainly due to the microbiota&#x2019;s involvement in the regulation of energy absorption and metabolism (<xref ref-type="bibr" rid="ref19">Lovern and Van Hart, 2022</xref>; <xref ref-type="bibr" rid="ref25">Qi et al., 2022</xref>). The present study found that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> for 24&#x202F;h induced intestinal microbiota dysbiosis, and was accompanied by decreased abundances of multiple microbial functions related to energy absorption and metabolism, such as amino acid transport and metabolism, energy production and conversion, inorganic ion transport and metabolism, and carbohydrate transport and metabolism. Similarly, our previous study has demonstrated that exposure to Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> can induce disturbances in the physiological energy absorption and metabolism of <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref35">Xiang et al., 2024</xref>). These results suggest that the early acute gut microbiome dysbiosis observed after 1-day exposure is likely an initial event leading to the 7-day growth inhibition phenotype in <italic>D. magna</italic>. The acute dysbiosis of intestinal microbiota induced by Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> may disrupt the energy supply process in the early stage of exposure. With the extension of exposure time, this initial disruption will accumulate and further affect the expression of growth-related genes, ultimately leading to the inhibition of growth and development. Other studies have demonstrated that carbon quantum dots (CQDs) can affect the growth and development of <italic>D. magna</italic> by disrupting the composition of the intestinal microbiota and reducing the abundances of microbial functions involved in energy absorption and metabolism (<xref ref-type="bibr" rid="ref21">Ma et al., 2023</xref>). Zinc oxide nanoparticles can reduce the moulting frequency and body length of <italic>D. magna</italic> by downregulating its energy absorption and metabolic pathways (<xref ref-type="bibr" rid="ref25">Qi et al., 2022</xref>).</p>
<p>The intestinal microbiota community structure of <italic>D. magna</italic> exhibits distinct sensitivities to different pollutants. The richness and diversity of the intestinal microbiota community are important biomarkers for organisms to adapt to the environment (<xref ref-type="bibr" rid="ref9">Guo et al., 2025</xref>). The present study found that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure tended to increase the Ace, Chao, and Shannon indices, while decreasing the Simpson index. This indicates that Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure slightly enhances the richness and diversity of the intestinal microbiota community in <italic>D. magna</italic>. In contrast, copper oxide nanoparticles exposure reduced the richness and diversity of the intestinal microbiota community in <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref10">Jin et al., 2024</xref>). Oxytetracycline exposure increased the richness and diversity of the intestinal microbiota community in <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref19">Lovern and Van Hart, 2022</xref>). Microfiber plastic exposure induced no significant changes in the richness and diversity of the microbiota community in <italic>D. magna</italic> (<xref ref-type="bibr" rid="ref14">Lee et al., 2023</xref>). These studies suggest that the type of pollutant is one of the important factors affecting changes in the intestinal microbiota community structure of <italic>D. magna</italic>.</p>
</sec>
<sec sec-type="conclusions" id="sec18">
<label>5</label>
<title>Conclusion</title>
<p>This study is the first to reveal the toxic effects of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> nanomaterials on the growth and development of <italic>D. magna</italic> through analyses at the genetic and microbial levels (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure can inhibit the growth and development of <italic>D. magna</italic> in a dose-dependent manner. 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure inhibited the growth of <italic>D. magna</italic> by downregulating the expression of genes <italic>cyp18a1</italic>, <italic>ecra</italic>, <italic>usp., cpa1</italic> and <italic>hr3</italic>. Meanwhile, 1&#x202F;mg/L Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure also reduced the abundances of <italic>Pseudomonas</italic> and <italic>Aeromonas</italic>, and increased the abundances of <italic>Rhodobacteraceae</italic>, <italic>Bacillus</italic>, and <italic>Acinetobacter</italic> in the <italic>Daphnids&#x2019;</italic> intestines, disrupting energy absorption and metabolism, thereby affecting the growth and development of <italic>D. magna</italic> (<xref ref-type="fig" rid="fig6">Figure 6</xref>). The intestinal microbiota community structure of <italic>D. magna</italic> shows marked differences in sensitivity to different pollutants. Although this study investigated the growth and developmental toxicity of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> to <italic>D. magna</italic> across multiple toxic endpoints, it has certain limitations. Specifically, detailed information on the surface termination groups (-O, -OH, -F) of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> is lacking, which may introduce certain uncertainties in interpreting its observed toxic effects on <italic>D. magna</italic>. Future studies should prioritize using Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> with well-characterized surface termination groups to further elucidate the structure&#x2013;activity relationship between its surface properties and toxicological effects. This study provides new insights into the toxic mechanisms of Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> nanomaterials on the growth and development of typical planktonic crustaceans.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Schematic diagram of the potential mechanisms by which Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> induces abnormal growth and development in <italic>D. magna</italic>. Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> exposure induces two parallel but interactive toxicological processes in <italic>D. magna</italic>: (1) Directly downregulating the expression of growth-related genes, thereby inhibiting the growth and development process; (2) Inducing acute dysbiosis of the gut microbiome, which disrupts energy absorption and metabolism, and further indirectly affects the expression of growth-related genes. These two processes synergistically lead to the final growth inhibition phenotype.</p>
</caption>
<graphic xlink:href="fmicb-17-1748570-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram illustrating the effects of Ti&#x2083;C&#x2082;T&#x2093; exposure on Daphnia magna. It shows decreased growth and development-related genes, disruption in energy absorption and metabolism, and gut microbiota changes. Proteobacteria, Firmicutes, and Bacteroidota levels are indicated, with specific genera increasing or decreasing, leading to abnormal growth and development.</alt-text>
</graphic>
</fig>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec19">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The raw microbiological sequencing reads were deposited into NCBI Sequence Read Archive (SRA) database (Accession Number: SRP665408).</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>QX: Conceptualization, Funding acquisition, Writing &#x2013; original draft. YW: Investigation, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. YL: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. SL: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. XC: Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec22">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec23">
<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 sec-type="supplementary-material" id="sec24">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1748570/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1748570/full#supplementary-material</ext-link></p>
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<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3043580/overview">Yuhang Hong</ext-link>, Xichang University, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/542043/overview">Zhiquan Liu</ext-link>, Hangzhou Normal University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3322691/overview">Sowmiya Prasad</ext-link>, Sathyabama Institute of Science and Technology (Deemed to be University), India</p>
</fn>
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<fn id="fn0001">
<label>1</label>
<p>
<ext-link xlink:href="https://cloud.majorbio.com" ext-link-type="uri">https://cloud.majorbio.com</ext-link>
</p>
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