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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Chem.</journal-id>
<journal-title>Frontiers in Environmental Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Chem.</abbrev-journal-title>
<issn pub-type="epub">2673-4486</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1345484</article-id>
<article-id pub-id-type="doi">10.3389/fenvc.2024.1345484</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Chemistry</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Metal bioavailability in aquatic systems&#x2014; beyond complexation and competition</article-title>
<alt-title alt-title-type="left-running-head">Fortin</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenvc.2024.1345484">10.3389/fenvc.2024.1345484</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fortin</surname>
<given-names>Claude</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/44752/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff>
<institution>EcotoQ</institution>, <institution>Institut National de la Recherche Scientifique</institution>, <institution>Centre Eau Terre Environnement</institution>, <addr-line>Qu&#xe9;bec city</addr-line>, <addr-line>QC</addr-line>, <country>Canada</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/2258160/overview">Ying Ge</ext-link>, Nanjing Agricultural University, China</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/671497/overview">Qiao-Guo Tan</ext-link>, Xiamen University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Claude Fortin, <email>claude.fortin@ete.inrs.ca</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>5</volume>
<elocation-id>1345484</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Fortin.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Fortin</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>Metal bioavailability in solution is mostly driven by two factors: complexation and competition. The first factor, complexation, contributes to decrease the overall reactivity of the metal by reducing the activity of the free metal ion, which is known as the common denominator of metal reactions involving either dissolved ligands or surface functional groups (abiotic or biotic). Ubiquitous in natural ecosystems, natural organic matter is, for several metals, the most important metal complexing ligand. The second factor, competition, contributes to decrease the availability of biotic ligands involved in the membrane transport of metals from the bulk solution to the intracellular medium. In freshwater systems, proton and hardness cation concentrations are the main parameters potentially modulating metal bioavailability. The above reflects the current accepted paradigm. In this paper, two knowledge gaps are identified: i) the role of natural organic matter other than metal complexation that may lead to an increase in metal bioavailability; and ii) the effects of multiple metals other than competition that may trigger biological feedback mechanisms which may, in turn, alter biotic ligand binding properties. More research efforts are needed to decipher the extent of these overlooked potential effects and to improve the predictability of metal bioavailability.</p>
</abstract>
<kwd-group>
<kwd>biotic ligand model</kwd>
<kwd>free-ion activity model</kwd>
<kwd>metal speciation</kwd>
<kwd>metal bioavailability</kwd>
<kwd>predictive modeling</kwd>
<kwd>metal uptake</kwd>
<kwd>metal toxicity</kwd>
</kwd-group>
<contract-num rid="cn001">RGPIN-2019-06823</contract-num>
<contract-sponsor id="cn001">Natural Sciences and Engineering Research Council of Canada<named-content content-type="fundref-id">10.13039/501100000038</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Inorganic Pollutants</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>One of the major breakthroughs in aquatic environmental toxicology of trace elements was the discovery of the predominant role of the free metal ion in our ability to predict metal bioavailability. More than 80&#xa0;years ago, in a literature review, <xref ref-type="bibr" rid="B36">Nielsen and Massey (1940)</xref> stated: &#x201c;The toxicity of silver is due to the presence in solution of free silver cations&#x201d;. Back then, most reports like this one remained anecdotal in nature. The first hard evidence obtained that metal complexation decreased toxicity was through the work of <xref ref-type="bibr" rid="B43">Steeman Nielsen and Wium-Andersen (1970)</xref> who suggested that the free copper ion was a better predictor of toxicity to freshwater algae than dissolved copper. At the time, the interest in copper toxicity was fuelled by the inadvertent presence of copper in <sup>14</sup>C ampoules used to determine carbon fixation rates by phytoplankton. Copper being toxic to algae, its presence generated a bias in productivity measurements. This observation triggered a spur of studies on metal bioavailability (<xref ref-type="bibr" rid="B18">G&#xe4;chter et al., 1973</xref>; <xref ref-type="bibr" rid="B30">Manahan and Smith, 1973</xref>). Using thermodynamic equilibrium constants to calculate the metal ion concentrations, <xref ref-type="bibr" rid="B45">Sunda and Huntsman, (1976)</xref> presented one of the first graphs showing the link between free metal ion concentration and uptake/toxicity: in this pioneering work, copper uptake in the estuarine diatom <italic>Thalassiosira pseudonana</italic> and its subsequent effect on growth was related to the free cupric ion concentration in the exposure solution. Around that time, our capacity to predict metal complexation through thermodynamic modelling was developed, first by <xref ref-type="bibr" rid="B39">Perrin and Sayce (1967)</xref>, followed by many others [e.g., see Figure 1 of <xref ref-type="bibr" rid="B11">Di Bonito et al. (2018)</xref>]. These models facilitated the search for links between the chemical speciation of a metal (the distribution of dissolved chemical species of a given metal and redox state) and its uptake/toxicity. Such models allowed <xref ref-type="bibr" rid="B50">Anderson et al. (1978)</xref> to demonstrate, this time from a nutritional perspective, that the growth of the coastal diatom <italic>Thalassiosira weissflogii</italic> was dependent on the free zinc ion activity rather than the total zinc concentration. Many others (e.g., <xref ref-type="bibr" rid="B1">Allen et al., 1980</xref>) then followed the path laid down by these pioneers and developed a large body of evidence over time supporting the early observations. The term &#x201c;free ion-activity model&#x201d; only appeared much later (<xref ref-type="bibr" rid="B34">Morel, 1983</xref>). As opposed to sea water, the ionic composition of fresh water can vary significantly depending on the nature of the bedrock of a given watershed. This led some scientists to also consider speciation, not only in the water column, but also at the interface between the bulk solution and the binding sites at the surface of aquatic organisms that were involved in metal uptake. The gill surface interaction model presented by <xref ref-type="bibr" rid="B37">Pagenkopf (1983)</xref> laid down the foundation of what is now known as the Biotic Ligand Model or BLM (<xref ref-type="bibr" rid="B12">Di Toro et al., 2001</xref>). This approach took into consideration both the role of metal complexation by dissolved ligands and competition among major cations (mainly Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup> and H<sup>&#x2b;</sup>) and metals for binding with biotic ligands (<xref ref-type="fig" rid="F1">Figure 1A</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic overview of the metal binding reactions involved with membrane transporters. <bold>(A)</bold> Metal complexation with natural organic matter (NOM) lowering the free metal-ion activity and competitive interactions between the metal, protons, calcium and magnesium ions. <bold>(B)</bold> NOM adsorption to membranes and alteration of membrane properties. <bold>(C)</bold> Competitive interactions between an essential (M<sub>E</sub>) and a nonessential metal (M<sub>N</sub>) resulting in a cellular deficiency in M<sub>E</sub> counter-balanced by the generation of additional transport sites by the cell through a feedback response.</p>
</caption>
<graphic xlink:href="fenvc-05-1345484-g001.tif"/>
</fig>
<p>The limits of these conceptual models have been described thoroughly by <xref ref-type="bibr" rid="B6">Campbell (1995)</xref> and exceptions were documented. These have been detailed in several publications (<xref ref-type="bibr" rid="B49">Zhao et al., 2016</xref>; <xref ref-type="bibr" rid="B8">Campbell et al., 2022</xref>) and can succinctly be broken down into three categories: i) The metal of interest forms lipophilic complexes that bypass ion transporters by crossing plasma membranes by simple passive diffusion (e.g., see <xref ref-type="bibr" rid="B5">Boullemant et al<italic>.</italic> (2011)</xref> and references therein for examples); ii) The metal binding ligand is assimilable and leads to &#x201c;piggy-back&#x201d; transport in which the metal is inadvertently taken up (e.g., <xref ref-type="bibr" rid="B13">Err&#xe9;calde and Campbell, 2000</xref>; <xref ref-type="bibr" rid="B15">Fortin and Campbell, 2001</xref>); or iii) The metal internalization step is not the rate-determining step due either to very high uptake fluxes resulting in a diffusion limitation at the boundary layer of the membrane (e.g., <xref ref-type="bibr" rid="B14">Fortin and Campbell, 2000</xref>) or to slow dissociation kinetics (e.g., <xref ref-type="bibr" rid="B22">Hudson, 1998</xref>; <xref ref-type="bibr" rid="B47">Town and van Leeuwen, 2022</xref>).</p>
</sec>
<sec id="s2">
<title>2 Effects of ligands other than metal complexation</title>
<p>Aside from the notable exceptions mentioned above, there is an overwhelming literature available showing that metal complexation results in a decrease in overall metal bioavailability. This tenet has become largely accepted with time, particularly for simple monomeric ligands. These ligands can be of natural origin (e.g., chloride ions; amino acids) or synthetic in nature (e.g., EDTA or ethylenediaminetetraacetic acid). For many metals, the complex stability constants with these ligands are available in thermodynamic data libraries (<xref ref-type="bibr" rid="B23">Hummel et al., 2019</xref>) which allow anyone to calculate with confidence the metal species distribution in a given exposure medium. There are, however, two major remaining challenges in this area: i) Some thermodynamic data are missing for less encountered metals, many of which are listed as strategic and critical metals (<xref ref-type="bibr" rid="B24">Jab&#x142;o&#x144;ska-Czapla and Grygoy&#x107;, 2020</xref>; <xref ref-type="bibr" rid="B46">Tipping and Filella, 2020</xref>), and these data gaps hinder our capacity to examine links between these metals&#x2019; speciation and their bioavailability; and ii) The difficulty in determining (either analytically or through predictive modelling) the free metal ion concentration when the metal is in the presence of heterogeneous polyfunctional natural organic matter (NOM; also often referred to as humic and fulvic acids). Regarding the latter challenge, the protective role of NOM on metal bioavailability is usually tested by adding increasing amounts of a NOM to solutions containing a constant total metal concentration, resulting in a decrease in free metal ion concentration and, thus, a decrease in metal uptake and toxicity. This approach offers the advantage that the actual extent of the metal complexation by NOM does not need to be accurately known and a decrease in observed uptake and toxicity can be <italic>de facto</italic> attributed to a protective effect of NOM, presumably through metal binding. However, to be more quantitative, the extent of metal complexation needs to be determined and this remains an analytical challenge to this day. When an analytical technique is used to quantify the NOM complexation, the metal uptake/toxicity as a function of free metal can be compared with and without NOM. In these situations, occasionally, a greater-than-expected uptake/toxicity is observed in the presence of NOM. For example, such intriguing results for unicellular algae have been reported for Al, Cu, La, Pb, Pt and Zn (<xref ref-type="bibr" rid="B38">Parent et al., 1996</xref>; <xref ref-type="bibr" rid="B27">Lamelas et al., 2009</xref>; <xref ref-type="bibr" rid="B48">Worms et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Hourtan&#xe9; et al., 2022</xref>; <xref ref-type="bibr" rid="B2">Barber-Lluch et al., 2023</xref>; <xref ref-type="bibr" rid="B40">Price et al., 2023</xref>; <xref ref-type="bibr" rid="B51">Zilber et al., 2024</xref>). Another potential aspect that has been overlooked is the direct effects of NOM on organisms (<xref ref-type="bibr" rid="B7">Campbell et al., 1997</xref>; <xref ref-type="bibr" rid="B19">Glover and Wood, 2005</xref>; <xref ref-type="bibr" rid="B4">Bittner et al., 2012</xref>) and how these could affect metal transport.</p>
<p>The mechanism(s) by which NOM can alter metal uptake fluxes remains to be fully elucidated (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Although the overall trend of NOM being a toxicity modifying factor for which an increasing presence of NOM will normally reduce bioavailability is rarely contested, knowledge of the exact conditions that may exceptionally lead to a higher toxic impact than anticipated is needed to improve metal risk assessment, especially in light of the ubiquitous importance of NOM in freshwater systems and the current global trend of increasing NOM inputs from terrestrial systems to surface waters (<xref ref-type="bibr" rid="B33">Monteith et al., 2007</xref>; <xref ref-type="bibr" rid="B41">Rodr&#xed;guez-Cardona et al., 2023</xref>).</p>
</sec>
<sec id="s3">
<title>3 Effects of multiple metals other than competition</title>
<p>The other main building block of the BLM is the protective role of competing ions. For positively charged metals, these are typically hardness cations (Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>) but also protons (H<sup>&#x2b;</sup>). From a chemist&#x2019;s perspective, any cation in solution can potentially compete with a given metal. The empirical evidence that hardness cations are the main competing ions resulting in a protective effect of metal uptake and toxicity is most likely due to the fact that these cations are typically present at high background concentrations. Their high concentrations can thus overcome their low affinity for binding sites, while trace elements typically have low aqueous concentrations but a high affinity for biotic ligands. The same principle applies to protons. At acidic pH values, hydronium ions reach concentrations that can outcompete trace metals for biotic ligands. For example, <xref ref-type="bibr" rid="B26">Laderriere et al. (2021)</xref> observed that below a pH of 6, the accumulation of Cd, Cu and Ni by river biofilms decreased sharply. Note here that pH has dual and opposing effects (<xref ref-type="bibr" rid="B6">Campbell, 1995</xref>). A decrease in pH, for several metals (e.g., Cu, Pb, UO<sub>2</sub>), will result in an increase in the proportion of free metal in solution, thereby increasing overall bioavailability. On the other hand, a decrease in ambient pH also means more competition for biological binding sites by protons, which reduces metal uptake and toxicity. Which of the two variables will predominate is metal- and species-dependent and requires meticulous scrutiny, but, in general, at acidic pHs (&#x3c;6), competition at the biological surface becomes more important than the pH-induced increase in the free metal ion concentration. Other major cations such as Na and K, two monovalent ions, are rarely involved in significant competitive effect unless the metal of interest is known to react with the transport sites of one of these cations [e.g., K<sup>&#x2b;</sup>/Tl<sup>&#x2b;</sup> in algae (<xref ref-type="bibr" rid="B20">Hassler et al., 2007</xref>); Na<sup>&#x2b;</sup>/Ag<sup>&#x2b;</sup> in fish (<xref ref-type="bibr" rid="B35">Morgan et al., 1997</xref>)].</p>
<p>From a risk assessment perspective, it is clear that hardness cations and pH are toxicity modifying factors that can be quantified effectively. The remaining challenges are elsewhere. We currently assume that the only mechanism involved is competition (<xref ref-type="fig" rid="F1">Figure 1A</xref>). However, several papers have identified changes in metal bioavailability with pH that could not be explained by changes in complexation and competition (<xref ref-type="bibr" rid="B31">Markich et al., 2000</xref>; <xref ref-type="bibr" rid="B42">Slaveykova and Wilkinson, 2003</xref>; <xref ref-type="bibr" rid="B16">Fortin et al., 2007</xref>; <xref ref-type="bibr" rid="B17">Fran&#xe7;ois et al., 2007</xref>; <xref ref-type="bibr" rid="B9">Cr&#xe9;mazy et al., 2013</xref>). Similar questions have been raised regarding competing reactions among metals. Indeed, most of the research in the field has been performed using single metal exposures, while in a typical real-life exposure scenario (e.g., effluents from metal extraction and processing activities) a large array of elements is present. Whether two trace elements compete for binding to a given biotic ligand will depend not only on their respective concentrations, but also on the nature of the membrane transporters involved and their affinities for each metal. Many metals are essential for growth and cellular function. It follows that for these elements, acquisition strategies exist, and cells have the capacity to synthesize essential metal transporters to meet cellular requirements. No such transporters should exist for nonessential metals but they can sometimes use transporters that were designed for essential elements. Nevertheless, both essential and nonessential metals can be toxic if present at concentrations exceeding the organism&#x2019;s capacity to regulate internal metal concentrations. If the ambient concentration of an essential metal M<sub>E</sub> is high enough to exert a toxic effect, the presence of a nonessential metal M<sub>N</sub> that can bind to the same metal transporter as M<sub>E</sub> is expected to contribute to decreasing the binding of essential metal M<sub>E</sub>, thereby resulting in a protective effect. What has been less considered so far is what happens when [M<sub>N</sub>] &#x3e;&#x3e; [M<sub>E</sub>]. In such a scenario, the cellular content of essential metal M<sub>E</sub> may become insufficient for metabolic needs. This situation typically triggers a feedback response from the organism to synthesize more metal M<sub>E</sub> transporters, further exacerbating the uptake and effect of metal M<sub>N</sub> (<xref ref-type="fig" rid="F1">Figure 1C</xref>). On the contrary, if [M<sub>E</sub>] &#x3e;&#x3e; [M<sub>N</sub>], the cellular requirement in metal M<sub>E</sub> is largely met and the cell may opt to downregulate metal M<sub>E</sub> transporters, resulting in a decrease in the uptake of metal M<sub>N</sub>. When such physiological feedback mechanisms are operative, the organism&#x2019;s response cannot be adequately predicted by mere competitive effects among metals. In other words, the current BLM approach only considers that organisms react with metals and does not consider that organisms react to metals. Examples of such interactions remain rare, mostly because they are poorly investigated. Again, studies performed on unicellular algae have identified such feedback interactions for several metals (<xref ref-type="bibr" rid="B45">Sunda and Huntsman, 2000</xref>; <xref ref-type="bibr" rid="B28">Lane et al., 2008</xref>; <xref ref-type="bibr" rid="B29">Lavoie et al., 2012</xref>; <xref ref-type="bibr" rid="B44">Sunda, 2012</xref>; <xref ref-type="bibr" rid="B25">Kochoni et al., 2022</xref>).</p>
<p>From a regulatory perspective, an empirical approach is often preferred over complex mechanistic models. The current popularity of multiple linear relationships over the BLM is a good example (<xref ref-type="bibr" rid="B32">Mebane, 2023</xref>). The above considerations may thus seem mostly to be of an academic nature. However, the development of robust mechanistic approaches allows for the confident use of simpler empirical models. There is thus a need to better understand the intricacies of metal trafficking at the organism interface (whether in air, water or soils) and within the organism to shed light on how cells react to metals. Among the challenges ahead, we need to identify the ion transporters used by non-essential metals, in order to anticipate which essential metals may be affected by the growing presence of nonessential metals.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>Research over the past 50&#xa0;years has mainly focused on the impact of high-volume base metals such as Fe, Zn, Cu, Ni and elements such as Cd and As that are present in mineral deposits. The growing world demand for rare earth elements and other technology critical elements reveals a large ecotoxicological data gap for these elements (<xref ref-type="bibr" rid="B10">Dang et al., 2021</xref>; <xref ref-type="bibr" rid="B3">Batley and Campbell, 2022</xref>). Moreover, further scrutiny of the role played by natural organic matter other than metal complexation and the effects of multiple metals other than competition are needed to provide the scientific knowledge required to build the next-generation of metal uptake/toxicity predictive models.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>CF: Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was partially supported by an NSERC Discovery Grant (grant no. RGPIN-2019-06823).</p>
</sec>
<ack>
<p>The author gratefully acknowledges the comments provided by Peter Campbell, Oc&#xe9;ane Hourtan&#xe9; and S&#xe9;bastien Sauv&#xe9; on an earlier version of the manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The author declares 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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</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>
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