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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1221573</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2023.1221573</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Bismuth exposure affects morpho-physiological performances and the ionomic profile in garden cress (<italic>Lepidium sativum</italic> L.) plants</article-title>
<alt-title alt-title-type="left-running-head">Pietrini et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenvs.2023.1221573">10.3389/fenvs.2023.1221573</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Pietrini</surname>
<given-names>Fabrizio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2311064/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Passatore</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carloni</surname>
<given-names>Serena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Massimi</surname>
<given-names>Lorenzo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1547157/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Astolfi</surname>
<given-names>Maria Luisa</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1092794/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Giusto</surname>
<given-names>Chiara</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zacchini</surname>
<given-names>Massimo</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">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/995249/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Research Institute on Terrestrial Ecosystems (IRET)</institution>, <institution>National Research Council of Italy (CNR)</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>National Biodiversity Future Center S.C.A.R.L.</institution>, <addr-line>Palermo</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Environmental Biology</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Research Institute of Atmospheric Pollution Research</institution>, <institution>National Research Council of Italy (CNR)</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Chemistry</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>The Research Center for Applied Sciences to the Safeguard of Environment and Cultural Heritage (CIABC)</institution>, <institution>Sapienza University of Rome</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1205611/overview">Baile Xu</ext-link>, Free University of Berlin, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2318791/overview">Takeshi Nagata</ext-link>, Setsunan University, Japan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2006210/overview">Zhipeng Cheng</ext-link>, Nankai University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Massimo Zacchini, <email>massimo.zacchini@cnr.it</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1221573</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Pietrini, Passatore, Carloni, Massimi, Astolfi, Giusto and Zacchini.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Pietrini, Passatore, Carloni, Massimi, Astolfi, Giusto and Zacchini</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>Environmental pollution caused by heavy metals has long been considered a relevant threat to ecosystem survival and human health. The use of safer substitutes for the most toxic heavy metals in many industrial applications is discussed as a potential way to face this issue. In this regard, Bi has been proposed for replacing Pb in several production processes. However, few literature records reported on the effects of Bi on living organisms, particularly on plants. In this study, garden cress (<italic>Lepidium sativum</italic> L.) plants were exposed to different concentrations of Bi nitrate added to soil in growth chambers for 21&#xa0;days. Results evidenced the toxic effect of Bi on shoot growth, regardless of the Bi nitrate concentration in the soil, paralleled by a similar reduction in the chlorophyll and carotenoid content, a decrease in the nitrogen balance index values, and an impairment of the photosynthetic machinery evaluated by chlorophyll fluorescence image analysis. The presence of Bi in the soil was shown to affect element accumulation in roots and translocation to shoots, with micronutrient content particularly reduced in the leaves of Bi-treated plants. A dose-dependent plant accumulation of Bi to metal concentration in the soil was observed, even if very low metal bioconcentration ability was highlighted. The reduced Bi translocation from roots to shoots in plants exposed to increasing Bi concentrations in the soil is discussed as a possible defense mechanism likely associated with the observed increase of anthocyan and flavonol contents and the activation of photoprotection mechanisms preventing higher damages to the photosynthetic apparatus.</p>
</abstract>
<kwd-group>
<kwd>environmental pollution</kwd>
<kwd>heavy metals</kwd>
<kwd>metal toxicity</kwd>
<kwd>photosynthesis</kwd>
<kwd>pigments</kwd>
<kwd>trace elements</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Toxicology, Pollution and the Environment</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The increasing occurrence of heavy metals (HMs) in the environmental matrices, resulting from industrial processes and mining activities, and their recognized toxicity on biota are necessitating the adoption of effective solutions for mitigating their impact on the ecosystem and human health. In this context, replacing toxic HMs in industrial processes with safer ones is considered promising. To enhance the environmental sustainability of many industrial applications involving lead (Pb), the utilization of bismuth (Bi) as a Pb substitute has attracted increasing interest (<xref ref-type="bibr" rid="B69">Rohr, 2002</xref>; <xref ref-type="bibr" rid="B25">Esquivel-Gaon et al., 2015</xref>). In this regard, <xref ref-type="bibr" rid="B82">Wang et al. (2019)</xref> reported the use of Bi as a nontoxic replacement for Pb in brass plumbing fixtures, fishing sinkers, free machining steels, and solders, as well as a metallurgical additive in the foundry. Bismuth, a minor metal with a natural abundance 10-fold less than that of antimony (Sb), is considered a &#x201c;green metal&#x201d; given its use for treating many health issues since ancient times (<xref ref-type="bibr" rid="B80">Udalova et al., 2008</xref>; <xref ref-type="bibr" rid="B82">Wang et al., 2019</xref>). The increasing use of Bi among medicinal applications is highly predictable as Bi has been recognized as a theranostic agent (<xref ref-type="bibr" rid="B11">Badrigilan et al., 2020</xref>). As the use of Bi-containing products is increasing, a rapid increase in the concentrations of this HM in the environment has to be expected. In this regard, with respect to Bi concentrations in natural soil, ranging from 0.13 to 40&#xa0;&#x3bc;g&#xa0;g<sup>&#x2212;1</sup> D.W. (<xref ref-type="bibr" rid="B21">Das et al., 2006</xref>; <xref ref-type="bibr" rid="B27">Fahey et al., 2008</xref>), extremely high values were reported by <xref ref-type="bibr" rid="B24">Elekes and Busuioc (2010)</xref> for a forest soil close to a highway (Bi concentrations ranged from 930 to 1,891&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) and by <xref ref-type="bibr" rid="B83">Wei et al. (2011)</xref> near an antimony mine (Bi concentrations up to 1,672&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>). Soil enrichment in Bi is also predictable as its release in agriculture through phosphate fertilization is suspected. Concerning the aquatic compartment, Bi increase can be the result of the leaching from metal-contaminated soils, as for other metals (<xref ref-type="bibr" rid="B29">Fu et al., 2010</xref>), or the release from wastewater (<xref ref-type="bibr" rid="B6">Amneklev et al., 2015</xref>; <xref ref-type="bibr" rid="B5">Amneklev et al., 2016</xref>). Also, the presence of Bi in the alpine ice was recently reported by <xref ref-type="bibr" rid="B42">Legrand et al. (2023)</xref>. Finally, Bi can be found in the environment at high relative concentrations due to the use of fireworks (<xref ref-type="bibr" rid="B44">Massimi et al., 2021</xref>).</p>
<p>Despite the growing interest in the use of Bi, information on the effects of Bi on biological organisms is not exhaustive. In fact, scarce literature is actually present on the toxicity of Bi on biota, as reported by <xref ref-type="bibr" rid="B11">Badrigilan et al. (2020)</xref> in human and animal cells and by <xref ref-type="bibr" rid="B49">Murata et al. (2006)</xref> and <xref ref-type="bibr" rid="B55">Omouri et al. (2018)</xref> in microbes and earthworms, respectively. Consistently, only few papers recently focused on the effects of Bi on plant species. Seed germination and root elongation were negatively affected by treating perennial ryegrass seeds with Bi nitrate and citrate (<xref ref-type="bibr" rid="B56">Omouri et al., 2019</xref>), while the exposure of tomato plants to increasing concentrations of Bi nitrate resulted in enhanced toxicity effects, such as the reduction of shoot and root biomass (<xref ref-type="bibr" rid="B51">Nagata and Kimoto, 2020</xref>). Furthermore, the germination and root growth of radish seeds were reduced in soil with 30 and 300&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate (<xref ref-type="bibr" rid="B76">Sudina et al., 2021</xref>).</p>
<p>Physiological processes underpinning photosynthetic machinery in plants are very sensitive to metals (<xref ref-type="bibr" rid="B37">Khan et al., 2019</xref>). Among them, pigment metabolism and the photochemical efficiency of photosystem II have been long claimed (<xref ref-type="bibr" rid="B3">Aggarwal et al., 2012</xref>; <xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>). In particular, chlorophyll content is recognized as an endpoint to assess ecotoxicity in plants, also in official protocols (<xref ref-type="bibr" rid="B34">ISO/DIS, 20079, 2004</xref>; <xref ref-type="bibr" rid="B54">OECD n. 221, 2006a</xref>). Carotenoids and anthocyans and flavonols (flavonoids) have also been reported as involved in the plant response to metal stress (<xref ref-type="bibr" rid="B18">Chandra and Kang, 2016</xref>; <xref ref-type="bibr" rid="B13">Baskar et al., 2018</xref>; <xref ref-type="bibr" rid="B73">Shomali et al., 2022</xref>). In this context, it is worth mentioning that pigment content can be effectively evaluated in a non-destructive manner by leaf transmittance and spectral reflectance (<xref ref-type="bibr" rid="B30">Goulas et al., 2004</xref>; <xref ref-type="bibr" rid="B19">Croft and Chen, 2017</xref>; <xref ref-type="bibr" rid="B64">Pietrini et al., 2023</xref>). As a proxy of the photosynthetic efficiency, chlorophyll fluorescence parameters are commonly utilized for detecting toxic effects caused in leaves by stressors (<xref ref-type="bibr" rid="B48">Moustakas et al., 2021</xref>), including metals (<xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>; <xref ref-type="bibr" rid="B60">2017</xref>; <xref ref-type="bibr" rid="B63">2020</xref>). In this regard, the suitability of different chlorophyll fluorescence parameters to highlight the damaging effect of a stressor is debated in the literature. In fact, the photochemical efficiency of photosystem II (F<sub>v</sub>/F<sub>m</sub>), measured in dark-adapted leaves, is the most used parameter in plant stress studies, but it is often reported as less sensitive and responsive than others, as, e.g., the effective quantum yield of PSII photochemistry (&#x3a6;PSII) (<xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Malinsk&#xe1; et al., 2020</xref>).</p>
<p>Recently, <xref ref-type="bibr" rid="B58">Passatore et al. (2022)</xref> observed root growth inhibition, genotoxic effects, and dose-dependent Bi accumulation in <italic>Lepidium sativum</italic> L (garden cress) plantlets after treating the seeds with different Bi nitrate concentrations. In order to get an insight into the toxicity effects and accumulation ability in plants, plants of <italic>Lepidium sativum</italic> were grown in potted soil supplied with three different levels of Bi nitrate, chosen among those previously used (<xref ref-type="bibr" rid="B58">Passatore et al., 2022</xref>). <italic>Lepidium sativum</italic> was utilized, as in the previous work, being a model plant for ecotoxicological assay (<xref ref-type="bibr" rid="B7">APAT-RTI CTN_TES 1/2004, 2004</xref>; <xref ref-type="bibr" rid="B53">OECD n. 208, 2006b</xref>). The effects at biometric and physiological levels, specifically focusing on growth, element uptake and translocation, and photosynthetic performances, were investigated along with the Bi accumulation in roots and shoots. The results were discussed, highlighting the main physiological traits involved both in Bi toxicity in plants and in the defense response likely counteracting the toxic action of the metal.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Seed germination and plant growth</title>
<p>Garden cress (<italic>L. sativum</italic>) seeds (Ingegnoli seed company, Italy) were sowed in plastic pots (2&#xa0;L volume, 20 seeds/pot, full seed germination) filled with soil (select black peat substrate, pH 6, EC 0.3&#xa0;dS/m, apparent density 100&#xa0;kg/m<sup>3</sup>, total porosity 85%, Klasmann-Deilmann, Germany) and placed in a growth chamber (temperature 25&#xb0;C &#xb1; 1&#xb0;C, 16&#xa0;L/8 D photoperiod, 70% &#xb1; 5% humidity, 350 &#xb1; 50&#xa0;&#xb5;Em<sup>2</sup>s<sup>&#x2212;1</sup> PPFD). The soil was added or not with Bi nitrate pentahydrate (Sigma-Aldrich, code 248592, 98% purity) solution to reach four different Bi nitrate concentrations: 0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>. Particular care was taken to assure that all the soil volume was homogeneously mixed with the Bi solution. Four pots per thesis were randomly distributed in the growth chamber. Soil humidity was maintained at 70% water holding capacity. At the end of the cultivation period (21&#xa0;days), after physiological measurements (see <xref ref-type="sec" rid="s2-2">Section 2.2</xref>), the plants were harvested, gently washed with distilled water, separated into roots and shoots, oven-dried, and weighed for dry weight (DW) evaluation and further processing for elemental analysis (see <xref ref-type="sec" rid="s2-3">Section 2.3</xref>), as described by <xref ref-type="bibr" rid="B58">Passatore et al. (2022)</xref>.</p>
</sec>
<sec id="s2-2">
<title>2.2 Plant physiological performance analysis</title>
<sec id="s2-2-1">
<title>2.2.1 Leaf pigment and nitrogen determination</title>
<p>The estimation of leaf nitrogen and pigment contents was obtained using the leaf-clip portable fluorescence sensor Dualex Scientific<sup>&#x2b;</sup>&#x2122; (Force-A, France). According to the following equations, it provides four indices: the chlorophyll index (Eq. <xref ref-type="disp-formula" rid="e1">1</xref>) for leaf chlorophyll concentration in chlorophyll units (<xref ref-type="bibr" rid="B17">Cerovic et al., 2012</xref>); the flavonol index (Eq. <xref ref-type="disp-formula" rid="e2">2</xref>) for epidermal flavonol concentration in absorbance units (Abs. unit); the anthocyanin index (Eq. <xref ref-type="disp-formula" rid="e3">3</xref>) for epidermal anthocyanin concentration in absorbance units (Abs. unit), and the Nitrogen Balance Index (NBI) index (Eq. <xref ref-type="disp-formula" rid="e4">4</xref>), as the ratio of chlorophyll to flavonol (<xref ref-type="bibr" rid="B15">Cartelat et al., 2005</xref>), which refers to leaf nitrogen content (<xref ref-type="bibr" rid="B17">Cerovic et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Cerovic et al., 2015</xref>),<disp-formula id="e1">
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<mml:mi>log</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">G</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">B</mml:mi>
<mml:mi mathvariant="normal">I</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">y</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where T<sub>850</sub> and T<sub>710</sub> are the leaf transmittance at 850&#xa0;nm and 710&#xa0;nm, respectively; FRF is the far-red fluorescence emission (&#x3e;710&#xa0;nm) excited by red (R, 650&#xa0;nm), UV (UV, 375&#xa0;nm), or green (G, 505&#xa0;nm) light.</p>
<p>The measurements were taken from at least two representative fully developed leaves per pot. Two Dualex readings were taken from the widest portion of the leaf lamina, avoiding major veins. The two Dualex readings were averaged to represent the leaf value.</p>
</sec>
<sec id="s2-2-2">
<title>2.2.2 Measurements of leaf reflectance and spectral reflectance indices</title>
<p>Leaf reflectance spectra were acquired in the spectral range of 350&#x2013;1025&#xa0;nm using an ASD FieldSpec-3 spectroradiometer (Analytical Spectral Devices Inc., Colorado, United States), as reported by <xref ref-type="bibr" rid="B78">Testone et al. (2019)</xref>, except for respecting a fixed distance (10&#xa0;cm) to the plant layer to assure a field of view (FOV) of approximately 4&#xa0;cm (using a 25&#xb0; bare fiber-optic). Five spectra were then determined to provide a mean spectral value. Three spectral reflectance indices, namely, pigment-specific simple ratio a (PSSR<sub>a</sub>), pigment-specific simple ratio b (PSSR<sub>b</sub>), and pigment-specific simple ratio c (PSSR<sub>c</sub>) (<xref ref-type="bibr" rid="B14">Blackburn et al., 1998</xref>), respectively, associated with the chlorophyll <italic>a</italic>, chlorophyll <italic>b</italic>, and carotenoid content, were derived from the collected data and calculated according to the following equations, where R is the reflectance value measured in each band expressed in nm, indicated by the subscript number:<disp-formula id="equ1">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>800</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>680</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ2">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>800</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>635</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ3">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>800</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mn>470</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
</sec>
<sec id="s2-2-3">
<title>2.2.3 Chlorophyll fluorescence parameters</title>
<p>Chlorophyll fluorescence measurements were performed to assess the efficiency of the plant photosynthetic apparatus. In particular, the maximal quantum yield of PSII photochemistry (F<sub>v</sub>/F<sub>m</sub>, as the ratio between variable fluorescence and maximal fluorescence), the effective quantum yield of PSII photochemistry (&#x3a6;PSII), the quantum yield of regulated non-photochemical energy loss (&#x3a6;NPQ), the quantum yield of non-regulated non-photochemical energy loss (&#x3a6;NO), the photochemical quenching (qP), the non-photochemical quenching (NPQ), and the electron transport rate (ETR) were measured on fully developed leaves using a MAXI-Imaging-PAM (Walz, Germany). The parameters were measured in 30&#xa0;min dark-adapted leaves (F<sub>v</sub>/F<sub>m</sub>) and in leaves adapted to 310&#xa0;&#x3bc;mol&#xa0;m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup> PPFD for at least 5&#xa0;min to reach a steady-state condition (&#x3a6;PSII, &#x3a6;NPQ, &#x3a6;NO, NPQ, qP, and ETR) and calculated as reported by <xref ref-type="bibr" rid="B23">Di Baccio et al. (2017)</xref> and <xref ref-type="bibr" rid="B39">Kramer et al. (2004)</xref>.</p>
</sec>
</sec>
<sec id="s2-3">
<title>2.3 Ionomic analysis</title>
<p>After collection, shoots and roots were oven-dried at 70&#xb0;C for 48&#xa0;h and weighed; 0.02&#x2013;0.1&#xa0;g DW of each sample was subjected to microwave-assisted acid digestion for 30&#xa0;min at 180&#xb0;C using a HNO<sub>3</sub>/H<sub>2</sub>O<sub>2</sub> mixture (2:1, v/v). The digested solution was then diluted with deionized water and filtered before elemental analysis.</p>
<p>The concentration of 40 chemical elements, of which only the concentration of 12 macro- and trace elements is reported and discussed, was analyzed in replicate with an inductively coupled plasma mass spectrometer (ICP-MS; model 820-MS; Bruker, Germany). Element concentrations were divided by the DW of each sample to obtain mg&#xa0;kg<sup>-1</sup> concentrations. Standard deviations of the replicates were all below 10%. Further details on sample preparation, elemental analysis, and instrumental conditions are reported in the work of <xref ref-type="bibr" rid="B58">Passatore et al. (2022)</xref> and <xref ref-type="bibr" rid="B9">Astolfi et al. (2020)</xref>, respectively. As reported by <xref ref-type="bibr" rid="B84">Zacchini et al. (2009)</xref>, the bioconcentration factor (BCF) was calculated as the ratio between the metal concentration in the plant organ (mg Kg<sup>-1</sup>) and the metal concentration in the soil (mg Kg<sup>-1</sup>); the translocation factor (T<italic>f</italic>) was calculated as the ratio between the metal concentration in plant shoots (mg Kg<sup>-1</sup>) and the metal concentration in plant roots (mg Kg<sup>&#x2212;1</sup>).</p>
</sec>
<sec id="s2-4">
<title>2.4 Statistics</title>
<p>The trial was arranged following the methodologies of the OECD guidelines for ecotoxicological tests with <italic>L. sativum</italic> (<xref ref-type="bibr" rid="B53">OECD n. 208, 2006b</xref>). Data reported in tables and figures refer to at least four replicates for the variant. One-way ANOVA was used to process normally distributed data to evaluate the effects of Bi nitrate concentrations on the different parameters using the SPSS (IL, United States) software tool. The statistical significance of the mean data was assessed by Tukey&#x2019;s test (<italic>p</italic> &#x2264; 0.05), unless otherwise stated.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<p>Shoot biomass produced within 21 days of cultivation in soil supplied with four different Bi nitrate concentrations was evaluated to investigate the effect of Bi on the growth of <italic>L. sativum</italic> plants. The results shown in <xref ref-type="fig" rid="F1">Figure 1</xref> highlighted that regardless of the Bi concentration, Bi exposure caused a significant growth reduction, ranging approximately from 20% to 26% to control. This finding is in accordance with a previous work on the germination of <italic>L. sativum</italic> seeds, where root growth inhibition was observed (<xref ref-type="bibr" rid="B58">Passatore et al., 2022</xref>). To our knowledge, no medium-term experiments with plants grown in Bi-treated soil are present in the literature. In a short trial (7&#xa0;days) with artificially Bi-spiked soil, <xref ref-type="bibr" rid="B56">Omouri et al. (2019)</xref> observed a significant root growth inhibition in ryegrass plants, but did not find any shoot biomass reduction. A toxic effect on shoot growth was instead reported by <xref ref-type="bibr" rid="B51">Nagata and Kimoto (2020)</xref> after the treatment of tomato seeds with Bi nitrate in agar. The toxicity of Bi could be related to DNA damage, as recently reported by <xref ref-type="bibr" rid="B58">Passatore et al. (2022)</xref> on <italic>L. sativum</italic> seedlings, affecting both gene expression and primary and secondary metabolisms.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Shoot biomass (g plant<sup>-1</sup> dw) in garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber. In each bar, mean data (n &#x3d; 4, &#xb1; S.E.) are shown. Different letters correspond to statistically different values (Tukey&#x2019;s test, <italic>p</italic> &#x2264; 0.05).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g001.tif"/>
</fig>
<p>To shed light on the effects of Bi at the physiological level, the estimation of both the pigment contents and the nitrogen balance index (<xref ref-type="bibr" rid="B20">NBI, da Silva et al., 2021</xref>) was performed using the Dualex sensor (see <xref ref-type="sec" rid="s2-2-1">Section 2.2.1</xref>). In <xref ref-type="table" rid="T1">Table 1</xref>, a reduction in the total chlorophyll content in leaves of plants grown in Bi-added soil is shown. The NBI evidenced a similar trend, being statistically lower in Bi-treated plants compared to control plants, as expected due to the well-studied relationship between chlorophyll and leaf nitrogen content (<xref ref-type="bibr" rid="B70">Sage et al., 1987</xref>; <xref ref-type="bibr" rid="B26">Evans, 1989</xref>). The reduction of the total chlorophyll content in Bi-exposed plants paralleled the reduction of shoot biomass, indicating this trait as a valuable physiological endpoint for assessing Bi toxicity, as reported for other metals (<xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Chandra and Kang, 2016</xref>) and organic pollutants (<xref ref-type="bibr" rid="B40">Kummerov&#xe1; et al., 2006</xref>; <xref ref-type="bibr" rid="B61">Pietrini et al., 2022</xref>). The suitability of chlorophyll content as a proxy for ecotoxicity assessment in plants has already been proven (<xref ref-type="bibr" rid="B34">ISO/DIS, 20079, 2004</xref>; <xref ref-type="bibr" rid="B53">OECD n. 221, 2006a</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Chlorophyll index (&#x3bc;g cm<sup>&#x2212;2</sup>), anthocyanin index (Abs. unit), flavonol index (Abs. unit), and nitrogen balance index (rel. un.) in leaves of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber (mean data&#xb1; SE; n &#x3d; 4). In each column, mean values with different letters are significantly different (Tukey&#x2019;s test, <italic>p &#x2264;</italic> 0.05).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Bi nitrate (mg Kg<sup>&#x2212;1</sup>)</th>
<th align="center">Chlorophyll index</th>
<th align="center">Anthocyanin index</th>
<th align="center">Flavonol index</th>
<th align="center">NBI</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0</td>
<td align="left">19.20 (&#xb1;0.16) a</td>
<td align="left">0.182 (&#xb1;0.001) b</td>
<td align="left">0.620 (&#xb1;0.008) b</td>
<td align="left">31.06 (&#xb1;0.85) a</td>
</tr>
<tr>
<td align="center">30</td>
<td align="left">17.20 (&#xb1;0.22) b</td>
<td align="left">0.193 (&#xb1;0.004) ab</td>
<td align="left">0.627 (&#xb1;0.003) ab</td>
<td align="left">27.51 (&#xb1;0.80) b</td>
</tr>
<tr>
<td align="center">121</td>
<td align="left">16.76 (&#xb1;0.33) b</td>
<td align="left">0.197 (&#xb1;0.001) a</td>
<td align="left">0.644 (&#xb1;0.003) a</td>
<td align="left">26.05 (&#xb1;0.40) b</td>
</tr>
<tr>
<td align="center">485</td>
<td align="left">17.09 (&#xb1;0.41) b</td>
<td align="left">0.188 (&#xb1;0.002) ab</td>
<td align="left">0.635 (&#xb1;0.008) ab</td>
<td align="left">27.08 (&#xb1;0.82) b</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As a protective response to the toxic action of Bi, an overall increase of anthocyan and flavonol leaf levels in Bi-treated plants to control was observed (<xref ref-type="table" rid="T1">Table 1</xref>). As reported in the literature, in addition to the long-reported functions as screeners of damaging short-wave solar radiation, flavonoids have been suggested as playing key functions as antioxidants in stressed plants by inhibiting the generation and reducing reactive oxygen species (ROS) once formed (<xref ref-type="bibr" rid="B1">Agati et al., 2012</xref>; <xref ref-type="bibr" rid="B2">2013</xref>). In this context, a role for anthocyans (<xref ref-type="bibr" rid="B4">Ai et al., 2018</xref>) and flavonoids (<xref ref-type="bibr" rid="B28">Ferdinando et al., 2012</xref>) as defense compounds against the oxidative attack caused by HMs has been reported. In this study, the increase in flavonoid content in response to Bi treatment could be due to a stimulation of the ROS production by the metal, as observed by <xref ref-type="bibr" rid="B33">Huang et al. (2022)</xref> in the microalga <italic>Chlamydomonas reinhardtii</italic> exposed to nanoscale bismuth oxyiodide (nano-BiOI) at a concentration higher than 25&#xa0;mg&#xa0;L<sup>&#x2212;1</sup>.</p>
<p>Therefore, to further characterize the effects of Bi on pigment content, leaf reflectance spectra of garden cress plants were investigated by analyzing some spectral indices (see <xref ref-type="sec" rid="s2-2-2">Section 2.2.2</xref>). As reported by <xref ref-type="bibr" rid="B59">Pe&#xf1;uelas and Filella (1998)</xref>, leaf surface and internal structure characteristics, in addition to the concentration and distribution of biochemical molecules, are mainly responsible for the leaf reflectance properties. For this reason, leaf reflectance spectra represent a valuable tool to monitor the physiological status of plants under different stress conditions (<xref ref-type="bibr" rid="B19">Croft and Chen, 2017</xref>). The values of three spectral reflectance indices (PSSR<sub>a</sub>, PSSR<sub>b</sub>, and PSSR<sub>c</sub>), respectively, associated with chlorophyll <italic>a</italic>, chlorophyll <italic>b</italic>, and carotenoid content, are reported in <xref ref-type="fig" rid="F2">Figure 2</xref>. The reduction in chlorophyll content in Bi-treated plants, previously highlighted in <xref ref-type="table" rid="T1">Table 1</xref>, was also confirmed by the analysis of PSSR<sub>a</sub> and PSSR<sub>b</sub> that decreased similarly, regardless of the Bi concentration, with respect to the control. A similar trend was observed for the PSSR<sub>c</sub> index (<xref ref-type="fig" rid="F2">Figure 2</xref>). As extensively reported (<xref ref-type="bibr" rid="B77">Sun et al., 2022</xref>), carotenoids are not only photosynthetic pigments but also important antioxidants. In Bi-treated plants, the reduction in carotenoid content can be ascribed to a damaging effect exerted by the presence of the metal, likely hampering the plants to eliminate oxygen free radicals in chloroplasts and, thereby, protect chlorophylls from photooxidative damage (<xref ref-type="bibr" rid="B31">Guidi et al., 2017</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Values of spectral indices, PSSR<sub>a</sub>- pigment-specific simple ratio for Chl<sub>a</sub>, PSSR<sub>b</sub>- pigment-specific simple ratio for Chl<sub>b</sub>, and PSSR<sub>c</sub>- pigment-specific simple ratio for carotenoids, in leaves of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with peat substrate supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber (mean data&#xb1; SE; n &#x3d; 4). Different lower-case letters indicate a significant difference in PSSR<sub>a</sub> among different bismuth nitrate concentrations, different capital letters indicate a significant difference in PSSR<sub>b</sub> among different bismuth nitrate concentrations, and different Greek letters indicate a significant difference in PSSR<sub>c</sub> among different bismuth nitrate concentrations (Tukey&#x2019;s test, <italic>p</italic> &#x2264; 0.05).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g002.tif"/>
</fig>
<p>To get an insight into the possible mechanisms by which Bi could have affected the photosynthetic machinery in garden cress plants, the analysis of chlorophyll fluorescence parameters and their associated images was utilized. Fluorescence image analysis has been commonly used to evaluate the effects of several HMs on plants, providing information on the photosynthetic apparatus performances (<xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>; <xref ref-type="bibr" rid="B60">2017</xref>; <xref ref-type="bibr" rid="B63">2020</xref>).</p>
<p>In <xref ref-type="fig" rid="F3">Figure 3</xref>, a representative image of chlorophyll fluorescence parameters (<xref ref-type="fig" rid="F3">Figure 3A</xref>, F<sub>v</sub>/F<sub>m</sub>, &#x3a6;PSII, &#x3a6;NPQ, and &#x3a6;NO) and chlorophyll fluorescence data (<xref ref-type="fig" rid="F3">Figures 3B, C</xref>) in garden cress leaves are presented. Overall, chlorophyll fluorescence images (<xref ref-type="fig" rid="F3">Figure 3A</xref>) showed that, in dark-adapted leaves, F<sub>v</sub>/F<sub>m</sub> revealed an almost homogeneous pattern of distribution, both in control and Bi-treated plants. Contrarily, in light-adapted leaves, &#x3a6;PSII, &#x3a6;NPQ, and &#x3a6;NO showed an appreciable heterogeneous pattern of light utilization and photosynthetic activity, especially in plants exposed to 121 and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate. Regarding the photochemical efficiency of photosystem II (PSII), evaluated by F<sub>v</sub>/F<sub>m</sub> in dark-adapted leaves, results showed a slight decreasing trend as the Bi concentration increased (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Compared with control (0), the F<sub>v</sub>/F<sub>m</sub> ratio at 30, 121, and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate decreased by approximately 1, 4, and 6%, respectively. However, it should be stated that all the F<sub>v</sub>/F<sub>m</sub> values were in the range of 0.75&#x2013;0.83, considered optimal values for many plant species (<xref ref-type="bibr" rid="B45">Maxwell and Johnson, 2000</xref>). In fact, lower values of this parameter indicate that a proportion of the PSII reaction center is damaged or inactivated, commonly observed under stress (<xref ref-type="bibr" rid="B12">Baker and Rosenqvist, 2004</xref>). In this regard, <xref ref-type="bibr" rid="B36">Kearns and Turner (2016)</xref> reported that the F<sub>v</sub>/F<sub>m</sub> ratio was not affected in the macroalgae <italic>U. lactuca</italic> exposed for 48&#xa0;h to 50&#xa0;&#x3bc;g&#xa0;L<sup>&#x2212;1</sup> of Bi. However, it is worth stating that the F<sub>v</sub>/F<sub>m</sub> ratio is considered less sensitive and responsive to different stressors in comparison to the effective quantum yield of PSII photochemistry (&#x3a6;PSII) (<xref ref-type="bibr" rid="B62">Pietrini et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Malinsk&#xe1; et al., 2020</xref>). Therefore, to deepen the knowledge on the effects of Bi on plant photochemistry, the evaluation of the balance between the light capture and the photochemical energy use in plants was performed by measuring the effective quantum yield of PSII photochemistry (&#x3a6;PSII), the quantum yield of regulated non-photochemical energy loss (&#x3a6;NPQ), and the quantum yield of non-regulated non-photochemical energy loss (&#x3a6;NO) (<xref ref-type="fig" rid="F3">Figures 3B, C</xref>). The analysis of the &#x3a6;PSII response, measured in light-adapted leaves, confirmed the higher sensitivity of this parameter with respect to F<sub>v</sub>/F<sub>m</sub>. In fact, compared with control (0), the &#x3a6;PSII values in plants exposed to 30, 121, and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate decreased by approximately 7%, 17%, and 26%, respectively (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Regarding the quantum yield of non-photochemical energy loss, with respect to control, the regulated process (&#x3a6;NPQ) increased by 10%, 25%, and 29% in 30, 121, and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi-treated plants, respectively, while the non-regulated process (&#x3a6;NO) decreased only at the highest Bi nitrate concentrations by 18% and 11%, respectively. Overall, the reported data highlight a quick effective photoprotection mechanism to Bi exposure. In fact, the decrease in the &#x3a6;PSII values can result from a photoprotective increase in thermal energy dissipation (&#x3a6;NPQ) induced by an excess of absorbed light (<xref ref-type="bibr" rid="B22">Demmig-Adams and Adams, 1992</xref>). A non-effective dissipation of excess excitation energy can result in photo-oxidative stress, possibly leading to the production of reactive oxygen species (ROS) (<xref ref-type="bibr" rid="B74">Smirnoff, 1993</xref>). Therefore, the increased dissipation by downregulation of the PSII photochemistry, following Bi treatments, seems to overcompensate for the decrease of &#x3a6;PSII in such a way that &#x3a6;NO decreased. Non-regulated, non-photochemical quenching (&#x3a6;NO) consists of chlorophyll fluorescence internal conversions and intersystem crossing, leading to the formation of singlet oxygen (<sup>1</sup>O<sub>2</sub>) (<xref ref-type="bibr" rid="B8">Apel and Hirt, 2004</xref>; <xref ref-type="bibr" rid="B38">Klughammer and Schreiber, 2008</xref>). The decline or similarity to control of &#x3a6;NO values in Bi-treated plants could suggest that &#x3a6;NPQ was active in protecting plants from ROS, likely by reducing the <sup>1</sup>O<sub>2</sub> production, thus limiting the oxidative attack to the photosynthetic apparatus (<xref ref-type="bibr" rid="B47">Moustaka et al., 2018</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Images of chlorophyll fluorescence parameters <bold>(A)</bold> and their associated values <bold>(B, C)</bold> in leaves of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber. Maximum quantum yield of PSII photochemistry (F<sub>v</sub>/F<sub>m</sub>), the quantum efficiency of PSII photochemistry (&#x3a6;PSII), and the quantum yield of regulated (&#x3a6;NPQ) and non-regulated (&#x3a6;NO) energy dissipation in PSII are measured with an Imaging-PAM M-series system. The false color code depicted at the bottom of each image ranges from 0.000 (black) to 1.000 (pink). Vertical bars represent means (n &#x3d; 4) &#xb1; S.E. One-way ANOVA was applied, and different letters indicate significant differences (Tukey&#x2019;s test, <italic>p</italic> &#x2264; 0.05).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g003.tif"/>
</fig>
<p>The reduction of the electron transport rate (ETR) (<xref ref-type="fig" rid="F4">Figure 4A</xref>), a proxy for photosynthesis, paralleled the response of &#x3a6;PSII in Bi-exposed plants, likely being caused by the processes affecting excess light energy dissipation (NPQ) (<xref ref-type="bibr" rid="B35">Kalefeto&#x11f;lu Macar and Ekmekci, 2009</xref>), which, in the form of harmless heat, protect plants from ROS (<xref ref-type="bibr" rid="B32">Hideg et al., 2008</xref>; <xref ref-type="bibr" rid="B68">Roach et al., 2020</xref>). The overall data assessing the status of the photosynthetic machinery evidenced that the greatest effects in Bi-exposed plants were observed at 121 and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate, concomitantly with the highest decrease of &#x3a6;PSII and ETR (<xref ref-type="fig" rid="F3">Figures 3B</xref>, <xref ref-type="fig" rid="F4">4A</xref>). However, the highest increase in NPQ (<xref ref-type="fig" rid="F4">Figure 4B</xref>) resulted in maintaining a high fraction of open PSII reaction centers (qP), as suggested by the nonstatistical differences between Bi-treated plants and control plants (<xref ref-type="fig" rid="F4">Figure 4B</xref>). According to the literature (<xref ref-type="bibr" rid="B41">Lambrev et al., 2012</xref>), this feature is considered a response of maximal photoprotection. Scarce information is reported about the effect of Bi on the plant photosynthetic process. Consistent with the reported results, <xref ref-type="bibr" rid="B66">Prabhavati et al. (2017)</xref> highlighted the inhibitory effect on the photosynthesis of <italic>Macrotyloma uniflorum</italic> (Lam.) plants exposed to different Bi concentrations (from 50 to 400&#xa0;&#x3bc;g&#xa0;g<sup>&#x2212;1</sup>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Changes in the electron transport rate through PSII (ETR) <bold>(A)</bold> and photochemical (qP) and non-photochemical quenching (NPQ) <bold>(B)</bold> in leaves of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;Kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;Kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;Kg<sup>&#x2212;1</sup>; 485&#xa0;mg&#xa0;Kg<sup>&#x2212;1</sup>) for 21 days in controlled conditions in growth chamber. Vertical bars represent means (n &#x003D; 4) &#x00B1;S.E. One-way ANOVA was applied and different letters indicate significant difference (Tukey test, <italic>p</italic> &#x2264; 0.05).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g004.tif"/>
</fig>
<p>To evaluate the effects of Bi presence in the soil on the absorption and translocation of nutrients and trace elements, an ionomic analysis was performed by ICP-MS on the roots and shoots of <italic>Lepidium</italic> plants (<xref ref-type="fig" rid="F5">Figure 5</xref>, <xref ref-type="fig" rid="F6">6</xref>). The study of the ionome has been long described as a useful tool to simultaneously assess the elemental composition and its change in response to physiological stimuli in plants (<xref ref-type="bibr" rid="B71">Salt et al., 2008</xref>). Ionomic analysis was performed by evaluating the concentration of 40 chemical elements in Bi-treated plants (data not shown). The dataset evaluation allowed highlighting the modification of the concentration of 12 chemical elements (9 macro/micronutrients plus non-essential elements such as Na, Co, and Li) in the roots and shoots of Bi-treated <italic>Lepidium</italic> plants. Regarding roots (<xref ref-type="fig" rid="F5">Figure 5</xref>), results put in evidence how the concentrations of the main macronutrients analyzed (e.g., K, P, Ca, Mg) were not substantially modified after Bi treatment, while the uptake of most micronutrients was negatively affected by all the Bi concentrations tested (e.g., Ni, Cu) or by the highest Bi concentration in the soil only (e.g., Zn, Mn). Contrary to the work of <xref ref-type="bibr" rid="B52">Nishimura and Nagata (2021)</xref>, Fe concentration in roots was not altered by the presence of Bi in the substrate, likely due to the differences in both the experimental approaches and the plant species used. Concerning not essential elements, while Na concentration was not modified, the uptake of Li and Co was altered in Bi-exposed plants, with a particular reduction at the highest Bi concentration.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Ionomic profile (ion concentration, g&#xa0;kg<sup>&#x2212;1</sup> dw) in roots of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber. In each bar, mean data (n &#x3d; 4, &#xb1; S.E.) are shown. Different letters correspond to statistically different values (Tukey&#x2019;s test, <italic>p</italic> &#x2264; 0.05, ns &#x3d; not significant).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Ionomic profile (ion concentration, g&#xa0;kg<sup>&#x2212;1</sup> dw) in shoots of garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber. In each bar, mean data (n &#x3d; 4, &#xb1; S.E.) are shown. Different letters correspond to statistically different values (Tukey&#x2019;s test, <italic>p</italic> &#x2264; 0.05, ns &#x3d; not significant).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g006.tif"/>
</fig>
<p>A data overview on macro-, micro-, and non-essential nutrients in shoots of Bi-treated plants (<xref ref-type="fig" rid="F6">Figure 6</xref>) highlighted a reduction in the concentrations of all the elements, except for Na. In particular, macronutrients P and Ca revealed a near dose-dependent relationship between content in shoots and Bi level in soil, while K and Mg concentrations were negatively affected only in plants grown in soil with 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of Bi nitrate. A reduction of the micronutrient (Cu, Fe, Zn, Ni, and Mn) concentrations in the shoots of Bi-exposed plants was also observed, even with different extents among elements. Finally, non-essential element concentration in shoots was drastically reduced at the highest Bi level in the soil, except for Na, which, as observed in roots, was not affected by Bi treatment.</p>
<p>The analysis of other 28 elements in <italic>Lepidium</italic> plants exposed to different Bi concentrations was also performed, and results for roots (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>) and shoots (<xref ref-type="sec" rid="s10">Supplementary Table S2</xref>) were reported. Interestingly, a decreasing trend of element concentration in roots as a consequence of Bi treatment was observed for Al, As, and Cd (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). At the shoot level (<xref ref-type="sec" rid="s10">Supplementary Table S2</xref>), this trend was evidenced for As and Cd. Notably, Al is the third most abundant element on Earth&#x2019;s crust, while As and Cd are among the most toxic elements occurring in metal-contaminated sites. Therefore, further investigations will be aimed to shed light on the interference of Bi with the accumulation of these elements in plants.</p>
<p>Taken all together, data on ionomic analysis revealed that Bi presence in the soil had a higher impact on the uptake and translocation of micronutrients rather than macronutrients, where a relevant effect could be observed only for the lower translocation of K, P, Ca, and Mg from roots to shoots in plants exposed to the highest Bi concentration. In this regard, it is worth mentioning the work by <xref ref-type="bibr" rid="B50">Nagata (2015)</xref>, which highlighted how the exposure to Bi of <italic>Arabidopsis thaliana</italic> seedlings notably affected the expression levels of genes involved in the absorption of several ions, including Fe, Cu, and Zn. Interestingly, Nagata also put in evidence that the Bi treatment might disturb iron homeostasis in seedlings, resulting in a significant increase of iron content in plant roots. Therefore, even if the experimental conditions of Nagata&#x2019;s work were quite different from those utilized in the present experimental trial (plant species, substrate, and Bi concentrations), the alteration of the expression profile of genes involved in the element transport caused by Bi exposure could have been involved in the modification of the uptake and translocation of some elements, especially micronutrients, in Bi-treated plants (<xref ref-type="fig" rid="F5">Figure 5</xref>, <xref ref-type="fig" rid="F6">6</xref>).</p>
<p>The exposure of <italic>Lepidium</italic> plants to Bi could have negatively affected the growth of plants by interfering with different physiological processes. In fact, the reduction of the macronutrient content in shoots could be associated with the biomass decrease in Bi-treated plants, as reported in <xref ref-type="fig" rid="F1">Figure 1</xref>, considering the primary role of macronutrients for plant growth and development (<xref ref-type="bibr" rid="B79">Tripathi et al., 2014</xref>). In this context, the Mg content reduction observed in shoots of Bi-treated plants could have affected the functionality of the photosynthetic process by altering the pigment biosynthetic pathway (<xref ref-type="table" rid="T1">Table 1</xref>). Moreover, the decrease in micronutrient concentration, especially occurring in the shoots of Bi-treated plants, could have affected the physiological status of plants by altering the enzymatic activity, given the role of these elements (<italic>i.e.</italic>, Cu, Fe, Zn, Ni, and Mn) as cofactors in many fundamental enzymatic reactions, especially those linked to the oxidative status of plants (<xref ref-type="bibr" rid="B57">Pandey, 2018</xref>). In addition, a role for the micronutrient content reduction in the impairment of the photosynthetic machinery can be suggested, given their participation in many electron chain-related reactions, with a particular role of Mn in the oxygen-evolving complex (<xref ref-type="bibr" rid="B67">Raymond and Blankenship, 2008</xref>). In the literature, to our knowledge, a role for Bi in interfering with plant nutrient homeostasis was put in evidence by <xref ref-type="bibr" rid="B50">Nagata (2015)</xref> and <xref ref-type="bibr" rid="B52">Nishimura and Nagata (2021)</xref> for iron. Therefore, in this work, a first report on the possible effect of Bi in altering the nutrient uptake and translocation in plants was shown. In this context, a similar feature about the shoot micronutrient content decrease after metal exposure was reported by <xref ref-type="bibr" rid="B46">Metanat et al. (2019)</xref> in plants treated with Pb, a metal belonging to the same chemical group (post-transition metals) of Bi.</p>
<p>In <xref ref-type="fig" rid="F7">Figure 7</xref>, the results of ICP-MS analyses revealed that in both roots and shoots of Bi-exposed plants, a dose-dependent accumulation of Bi to metal concentration in the soil was observed. Bi concentration in roots of Bi-treated plants (<xref ref-type="fig" rid="F7">Figure 7A</xref>) was more than 10-fold higher than in shoots (<xref ref-type="fig" rid="F7">Figure 7B</xref>). A detectable level of Bi was also observed in control plants, likely due to metal uptake from impurities of the peat substrate (data not shown). The low but significant Bi concentrations found in the shoots (<xref ref-type="fig" rid="F7">Figure 7B</xref>) demonstrated that, at least in part, Bi entered the root cells, reaching the vascular tissues to be transported to the aerial parts, possibly through the transpiration flow. As underlined by <xref ref-type="bibr" rid="B10">Babula et al. (2010)</xref>, the mechanisms of Bi transport in plants are still unknown, and to date, no studies dealing with it have been reported in the literature. Consistently, few papers discussed the accumulation of Bi in plants. An increasing concentration of Bi in garden cress young seedlings to metal concentration in the solution was shown by <xref ref-type="bibr" rid="B58">Passatore et al. (2022)</xref>. Similarly, <xref ref-type="bibr" rid="B51">Nagata and Kimoto (2020)</xref> showed that Bi accumulation occurred in tomato seedlings, probably disturbing iron homeostasis by altering the primary Fe<sup>2&#x2b;</sup> uptake transporter in the roots, as reported for <italic>A. thaliana</italic> (<xref ref-type="bibr" rid="B52">Nishimura and Nagata, 2021</xref>). Low Bi detection in plants grown in soil enriched by Bi pellets was instead found by <xref ref-type="bibr" rid="B27">Fahey et al. (2008)</xref>. Even if the Bi uptake processes in plants are not fully clarified, it is known that a suite of soil characteristics can affect the uptake of Bi by plants, such as pH, organic matter, cation exchange capacity, and soil texture (<xref ref-type="bibr" rid="B27">Fahey et al., 2008</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Bismuth concentration (g Kg<sup>&#x2212;1</sup> dw) in garden cress (<italic>Lepidium sativum</italic> L.) plants (A &#x003D; Bi concentration in shoot; B &#x003D; Bi concentration in roots) grown in pots filled with soil supplied with bismuth nitrate (0&#x00a0;mg&#x00a0;Kg<sup>&#x2212;1</sup>, control; 30&#x00a0;mg&#x00a0;Kg<sup>&#x2212;1</sup>; 121&#x00a0;mg&#x00a0;Kg<sup>&#x2212;1</sup>; 485&#x00a0;mg&#x00a0;Kg<sup>&#x2212;1</sup>) for 21&#x00a0;days in controlled conditions in growth chamber. In each bar, mean data (n &#x003D; 4, &#x00B1;S.E.) are shown. Different letters correspond to statistical different values (Tukey test, <italic>p</italic> &#x2264; 0.05).</p>
</caption>
<graphic xlink:href="fenvs-11-1221573-g007.tif"/>
</fig>
<p>The bioconcentration factor (BCF) and the translocation factor (T<italic>f</italic>) are commonly used indices to evaluate the ability of plant species to accumulate metals in plants and transfer them in the aerial part (<xref ref-type="bibr" rid="B84">Zacchini et al., 2009</xref>). In <xref ref-type="table" rid="T2">Table 2</xref>, BCF values for both shoots and roots highlighted the low capability of garden cress plants to accumulate Bi from the soil, as evidenced in other plant species (<xref ref-type="bibr" rid="B27">Fahey et al., 2008</xref>). As markedly depending on both metal concentration and agronomical properties of soil, BCF comparison among different studies is not easy. Anyway, BCF values in above-ground organs for some non-metal-hyperaccumulating plants grown in metal-enriched soils have been reported to be higher than 1 (<xref ref-type="bibr" rid="B81">Wang et al., 2002</xref>), even if decreasing with the increase in the metal concentration in soil, as also observed in our experiment. Also, at the root level, a 2 to 10 fold higher BCF compared to that reported in <xref ref-type="table" rid="T2">Table 2</xref> has been highlighted for Cd, Cr, Cu, Ni, Pb, and Zn in barley plants grown in soil amended with sludge containing different HM concentrations (<xref ref-type="bibr" rid="B75">Soriano-Disla et al., 2014</xref>). Interestingly, the authors reported the root to shoot metal transfer, fully comparable to the T<italic>f</italic> shown in <xref ref-type="table" rid="T2">Table 2</xref>, ranging from 0.14 to 0.010 for the different metals. Therefore, such data evidenced that the T<italic>f</italic> of Bi found in our experiments is very similar to that reported for Cr, Ni, and Pb, commonly described as low-mobile elements in plants. Remarkably, in <xref ref-type="table" rid="T2">Table 2</xref>, T<italic>f</italic> values highlighted that the translocation of Bi from roots to shoots is progressively lower with the increase in Bi accumulation in plants. This mechanism could be ascribed to a protective response possibly limiting the harmful action exerted by Bi on the physiological processes occurring in leaves, as observed by <xref ref-type="bibr" rid="B72">Seregin and Kozhevnikova (2006)</xref> for other metals and described as a defense response against metal toxicity.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Bioconcentration factor (shoots and roots) and translocation factor in garden cress (<italic>Lepidium sativum</italic> L.) plants grown in pots filled with soil supplied with bismuth nitrate (0&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, control; 30&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; 121&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; and 485&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) for 21&#xa0;days in controlled conditions in a growth chamber (mean data; n &#x3d; 4).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Bi nitrate (mg Kg<sup>-1</sup>)</th>
<th align="center">BCF shoots</th>
<th align="center">BCF roots</th>
<th align="center">T<italic>f</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">0.432</td>
</tr>
<tr>
<td align="center">30</td>
<td align="center">0.053</td>
<td align="center">0.379</td>
<td align="center">0.141</td>
</tr>
<tr>
<td align="center">121</td>
<td align="center">0.028</td>
<td align="center">0.502</td>
<td align="center">0.057</td>
</tr>
<tr>
<td align="center">485</td>
<td align="center">0.023</td>
<td align="center">0.388</td>
<td align="center">0.060</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>The overall results of this study put in evidence that plants grown in Bi-enriched soil underwent a toxicity status, as revealed by the growth reduction, the lower chlorophyll and carotenoid contents and nitrogen level (NBI), and the decrease in the effective quantum yield of PSII photochemistry (&#x3a6;PSII). The reduction in nutrient accumulation in shoots in Bi-treated plants could be associated with these toxic effects, likely affecting the balance within primary metabolism between growth and defense processes. Protective mechanisms were also highlighted, including the overall increase in anthocyan and flavonol levels in leaves, photoprotection mechanisms, and, finally, the restriction of Bi transport from roots to leaves in order to preserve the fundamental physiological processes occurring in leaves. Interestingly, chlorophyll content, NBI, and &#x3a6;PSII emerged as valuable proxies of Bi toxicity in plants as their values paralleled the extension of the damaging effects at the growth level. Overall, the results of this study showed that the extent of damage in <italic>L. sativum</italic> is not related to the Bi concentrations both in soil and plant tissues, providing evidence of the lower toxicity of Bi compared to other metals. Finally, even if some information about the adverse effects of Bi in plants is given in this study, the overall mechanism of Bi phytotoxicity is far from being clarified and requires further studies (<xref ref-type="bibr" rid="B65">Pietrini et al</xref>.<xref ref-type="bibr" rid="B65">, 2009</xref>).</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>FP: conceptualization, methodology, validation, formal analysis, investigation, data curation, and writing&#x2014;review and editing; LP: investigation, resources, data curation, and visualization; SC: investigation and resources; LM: methodology, validation, formal analysis, and writing&#x2014;review and editing; MA: methodology, validation, formal analysis, and writing&#x2014;review and editing; CG: investigation; and MZ: conceptualization, validation, investigation, writing&#x2014;original draft, writing&#x2014;review and editing, supervision, and project administration. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This project was funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.4&#x2014;Call for tender No. 3138 of 16 December 2021, rectified by Decree n.3175 of 18 December 2021 of the Italian Ministry of University and Research funded by the European Union&#x2014;NextGenerationEU; Award Number: Project code CN_00000033, Concession Decree No. 1034 of 17 June 2022 adopted by the Italian Ministry of University and Research, CUP B83C22002930006, Project title &#x201c;National Biodiversity Future Center&#x2014;NBFC.&#x201d;</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenvs.2023.1221573/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2023.1221573/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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