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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1233221</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Perspective on the use of methanogens in lithium recovery from brines</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Abdel Azim</surname>
<given-names>Annalisa</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/569450/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vizzarro</surname>
<given-names>Arianna</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2383810/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bellini</surname>
<given-names>Ruggero</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bassani</surname>
<given-names>Ilaria</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baudino</surname>
<given-names>Luisa</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2341093/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pirri</surname>
<given-names>Candido Fabrizio</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/816914/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Verga</surname>
<given-names>Francesca</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/92682/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lamberti</surname>
<given-names>Andrea</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/616059/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Menin</surname>
<given-names>Barbara</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1963431/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Centre for Sustainable Future Technologies, Fondazione Istituto Italiano di Tecnologia</institution>, <addr-line>Turin</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino</institution>, <addr-line>Turin</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Applied Science and Technology, Politecnico di Torino</institution>, <addr-line>Turin</addr-line>, <country>Italy</country></aff>
<aff id="aff4"><sup>4</sup><institution>Istituto di Biologia e Biotecnologia Agraria, Consiglio Nazionale Delle Ricerche</institution>, <addr-line>Milan</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Amelia-Elena Rotaru, University of Southern Denmark, Denmark</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: Julia Kurth, University of Marburg, Germany; Nicole Buan, University of Nebraska-Lincoln, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Annalisa Abdel Azim, <email>annalisa.abdelazim@iit.it</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1233221</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Abdel Azim, Vizzarro, Bellini, Bassani, Baudino, Pirri, Verga, Lamberti and Menin.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Abdel Azim, Vizzarro, Bellini, Bassani, Baudino, Pirri, Verga, Lamberti and Menin</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>Methanogenic archaea stand out as multipurpose biocatalysts for different applications in wide-ranging industrial sectors due to their crucial role in the methane (CH<sub>4</sub>) cycle and ubiquity in natural environments. The increasing demand for raw materials required by the manufacturing sector (i.e., metals-, concrete-, chemicals-, plastic- and lubricants-based industries) represents a milestone for the global economy and one of the main sources of CO<sub>2</sub> emissions. Recovery of critical raw materials (CRMs) from byproducts generated along their supply chain, rather than massive mining operations for mineral extraction and metal smelting, represents a sustainable choice. Demand for lithium (Li), included among CRMs in 2023, grew by 17.1% in the last decades, mostly due to its application in rechargeable lithium-ion batteries. In addition to mineral deposits, the natural resources of Li comprise water, ranging from low Li concentrations (seawater and freshwater) to higher ones (salt lakes and artificial brines). Brines from water desalination can be high in Li content which can be recovered. However, biological brine treatment is not a popular methodology. The methanogenic community has already demonstrated its ability to recover several CRMs which are not essential to their metabolism. Here, we attempt to interconnect the well-established biomethanation process with Li recovery from brines, by analyzing the methanogenic species which may be suitable to grow in brine-like environments and the corresponding mechanism of recovery. Moreover, key factors which should be considered to establish the techno-economic feasibility of this process are here discussed.</p>
</abstract>
<kwd-group>
<kwd>water desalination</kwd>
<kwd>lithium recovery</kwd>
<kwd>biomethanation</kwd>
<kwd>critical raw material</kwd>
<kwd>biosorption</kwd>
<kwd>salinity</kwd>
<kwd>methanogens</kwd>
<kwd>brine mining</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="93"/>
<page-count count="8"/>
<word-count count="7176"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biology of Archaea</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1.</label>
<title>Introduction</title>
<p>The wide diversity and distribution of methanogens, unicellular obligate anaerobes from the Archaea domain, make them suitable for multiple biotechnological applications beyond high-energy fuel production, i.e., methane CH<sub>4</sub> (<xref ref-type="bibr" rid="ref69">Pfeifer et al., 2021</xref>; <xref ref-type="bibr" rid="ref12">Bellini et al., 2022</xref>; <xref ref-type="bibr" rid="ref16">Carr and Buan, 2022</xref>; <xref ref-type="bibr" rid="ref17">Contreras et al., 2022</xref>; <xref ref-type="bibr" rid="ref52">Lyu et al., 2022</xref>). Biomining and biohydrometallurgy exploit microorganisms for metal extraction and recovery from different resources such as mineral rocks, mine waste, electric and electronic waste (e-waste), new- and old-scrap metals generated during the device manufacturing and at end-of-life, respectively (<xref ref-type="bibr" rid="ref38">Kaksonen et al., 2020</xref>; <xref ref-type="bibr" rid="ref53">Magoda and Mekuto, 2022</xref>; <xref ref-type="bibr" rid="ref1">Abdel Azim et al., 2023</xref>). Methanogens, in the form of consortia, have already demonstrated the ability to recover platinum group metals (PGMs) such as platinum (Pt) and palladium (Pd) (<xref ref-type="bibr" rid="ref68">Pat-Espadas et al., 2016</xref>; <xref ref-type="bibr" rid="ref72">Simon-Pascual et al., 2018</xref>). As a single culture, the hydrogenotrophic methanogen <italic>Methanobacterium bryatii</italic> BKYH was found to be able of chelating copper (Cu<sup>2+</sup>) from Cu-rich mineral deposits (<xref ref-type="bibr" rid="ref42">Kim et al., 1995</xref>), while <italic>Methanothermobacter thermoautotrophicus</italic> could recover vanadium (V<sup>4+</sup>), chromium (Cr<sup>3+</sup>) and cobalt (Co<sup>2+</sup>) via bioreduction, an immobilization process which changes the oxidation state of dissolved metals by donating electrons (<xref ref-type="bibr" rid="ref90">Zhang et al., 2014</xref>; <xref ref-type="bibr" rid="ref73">Singh et al., 2015a</xref>,<xref ref-type="bibr" rid="ref74">b</xref>). In this context, biobased processes are of considerable interest, being economically convenient and environmentally sustainable compared to the common techniques (<xref ref-type="bibr" rid="ref8">Baniasadi et al., 2019</xref>). Indeed, material production typically relies on energy-consuming practices like mineral mining, processing, and refining (<xref ref-type="bibr" rid="ref34">Intergovernmental Panel on Climate Change (IPCC), 2023</xref>). The ever-growing need for raw materials in the manufacturing industry is driving the exploration and development of alternative sources and technologies. However, the replacement of fossil-based technologies by renewable energy sources (RES) and the drive for electrification implies the exploitation of more raw materials (<xref ref-type="bibr" rid="ref91">Zhang et al., 2023</xref>). Among raw materials, several are listed as critical (CRMs) due to their increasing demand but limited availability (<xref ref-type="bibr" rid="ref60">Mosley, 2022</xref>; <xref ref-type="bibr" rid="ref81">U.S. Geological Survey, 2022</xref>). Lithium (Li<sup>+</sup>), the demand of which is projected to grow by 32% within 2030 (<xref ref-type="bibr" rid="ref4">Andreas et al., 2022</xref>), has been recently included among CRMs and in the strategic raw material (SRMs) list (<xref ref-type="bibr" rid="ref24">European Commission, 2023</xref>). Li is intensively employed in single-discharge- and rechargeable-batteries construction (74%), (<xref ref-type="bibr" rid="ref81">U.S. Geological Survey, 2022</xref>), used in electronic devices, electric (EVs) and hybrid vehicles, and smart grid factories. The demand for LIBs led the global Li production to grow from 82,500 tons in 2020 to almost 100,000 tons in 2021 along with a significant price increase of Li (as Li<sub>2</sub>CO<sub>3</sub>). However, beyond batteries, there are other well-settled applications of lithium such as ceramics and glass manufacturing, aluminum alloys for aerospace applications, as fuel in nuclear reactors (<xref ref-type="bibr" rid="ref81">U.S. Geological Survey, 2022</xref>). Overall, the extraction procedure represents the main shortcoming in the Li supply chain in terms of energy and time demands, in addition to the use of strong reagents which makes this methodology poorly sustainable (<xref ref-type="bibr" rid="ref31">Gruber et al., 2011</xref>; <xref ref-type="bibr" rid="ref58">Meng et al., 2021</xref>). Total lithium resources globally account for 89 million tons (<xref ref-type="bibr" rid="ref81">U.S. Geological Survey, 2022</xref>). Lithium only exists as salts or minerals (i.e., lithium carbonate, lithium chloride, spodumene, lepidolite, and petalite) due to its high reactivity. Hence, it can be found in hard rock ores and sedimentary rocks or water resources, including seawater and brines (<xref ref-type="bibr" rid="ref25">Flexer et al., 2018</xref>; <xref ref-type="bibr" rid="ref11">Baudino et al., 2022</xref>; <xref ref-type="bibr" rid="ref41">Khalil et al., 2022</xref>; <xref ref-type="bibr" rid="ref9">Barbosa et al., 2023</xref>). Natural brines, classified as geothermal, oilfield, and continental, are typically characterized by high salinity values with a mineral salt concentration range of 2.9&#x2013;5.6 M (<xref ref-type="bibr" rid="ref25">Flexer et al., 2018</xref>). Besides chloride Cl<sup>&#x2212;</sup>, anions in brine include carbonates CO<sub>3</sub><sup>2&#x2212;</sup>, sulfates SO<sub>2</sub><sup>2&#x2212;</sup> and borates BO<sub>3</sub><sup>3&#x2212;</sup> (<xref ref-type="bibr" rid="ref78">Talens Peir&#x00F3; et al., 2013</xref>). The cationic fraction is mostly represented by sodium Na<sup>+</sup>, potassium K<sup>+</sup>, magnesium Mg<sup>2+</sup>, and calcium Ca<sup>2+</sup> in addition to less abundant elements like Li<sup>+</sup> (<xref ref-type="bibr" rid="ref25">Flexer et al., 2018</xref>), rubidium (Rb<sup>+</sup>) and gallium (Ga<sup>3+</sup>) (<xref ref-type="bibr" rid="ref20">del Villar et al., 2023</xref>). Li content in many brines is several hundred mgL<sup>-1</sup> and few brines contain more than 1 gL<sup>&#x2212;1</sup> of Li (<xref ref-type="bibr" rid="ref39">Kamienski et al., 2004</xref>). Dry lakes and salt aquifers (i.e., continental brines) hold the highest concentration of Li<sup>+</sup>, ranging between 20 and 1,500 mgL<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="ref9">Barbosa et al., 2023</xref>). The concentration of Li in marine basins such as the Atlantic Ocean and the Dead Sea is 220 &#x03BC;gL<sup>&#x2212;1</sup> and 21 mgL<sup>&#x2212;1</sup><sub>,</sub> respectively (<xref ref-type="bibr" rid="ref9">Barbosa et al., 2023</xref>). The <italic>Lithium Triangle</italic> in the Andean region among Chile, Bolivia, and Argentina accounts for up to 80% of the global lithium brine resources: among valuable commercial brines the Atacama salar in Chile has the highest lithium content besides bohrium and potassium (<xref ref-type="bibr" rid="ref3">An et al., 2012</xref>; <xref ref-type="bibr" rid="ref62">Ogawa et al., 2014</xref>). The current production capacity in the above-mentioned area is detained by two societies corresponding to 48,000 Li<sub>2</sub>CO<sub>3</sub>/6,000 LiCl and 27,000 Li<sub>2</sub>CO<sub>3</sub>/4500 LiCl tons per year, respectively (<xref ref-type="bibr" rid="ref25">Flexer et al., 2018</xref>). Concentrated brines (NaCl &#x003E;0.8 M), intended as the by-product of the water desalination process to produce clean water, also present massive concentrations of valuable minerals (five times the input seawater) in comparison to other brine sources (<xref ref-type="bibr" rid="ref41">Khalil et al., 2022</xref>; <xref ref-type="bibr" rid="ref70">Prasad, 2023</xref>). The number of elements in rejected brines varies based on the origin of the processed water: Li concentration in the Mediterranean Sea is higher than in the Atlantic Ocean but still lower than in underground brackish sources, i.e., formation waters or deep saline aquifers (<xref ref-type="bibr" rid="ref20">del Villar et al., 2023</xref>). Hence, depending on the treated rejected water, the corresponding economic potential varies with the elemental composition (<xref ref-type="bibr" rid="ref20">del Villar et al., 2023</xref>). The current brine production is 141.5 million m<sup>3</sup> day<sup>&#x2212;1</sup> worldwide, 70.3 % of which is concentrated in the Middle East (Saudi Arabia, United Arab Emirates, and Kuwait) and North Africa regions. The brine is disposed directly into the ocean taking advantage of the proximity of the desalination plants to the coast, despite the related environmental risks and the volume of generated brine exceeding the volume of produced desalinated water by up to 50% (<xref ref-type="bibr" rid="ref37">Jones et al., 2019</xref>). Although the cost estimation of Li extraction from rocks is nearly twice that of Li from brines, mineral mining is still the prevalent technology due to the limited offer of brines (<xref ref-type="bibr" rid="ref25">Flexer et al., 2018</xref>; <xref ref-type="bibr" rid="ref58">Meng et al., 2021</xref>). Among the existing studies on the recovery of Li as well as of other critical metals from secondary sources, bacteria (<xref ref-type="bibr" rid="ref36">I&#x015F;&#x0131;ldar et al., 2019</xref>; <xref ref-type="bibr" rid="ref61">Naseri et al., 2019</xref>; <xref ref-type="bibr" rid="ref59">Moazzam et al., 2021</xref>) and fungi (<xref ref-type="bibr" rid="ref2">Amiri et al., 2012</xref>; <xref ref-type="bibr" rid="ref33">Horeh et al., 2016</xref>; <xref ref-type="bibr" rid="ref7">Bahaloo-Horeh and Mousavi, 2017</xref>) are the most represented microorganisms, while almost no data are available on the application of methanogens. Brines valorization is quite unpopular among the studies involving biological processes, though biosorption technologies are already widely applied for the treatment of other industrial wastewaters contaminated by heavy metals. Fungi, Algae and Bacteria have been broadly exploited as biosorbents (<xref ref-type="bibr" rid="ref19">Dayana et al., 2013</xref>; <xref ref-type="bibr" rid="ref40">Kanamarlapudi et al., 2018</xref>; <xref ref-type="bibr" rid="ref23">Elgarahy et al., 2021</xref>; <xref ref-type="bibr" rid="ref45">Kurniawan et al., 2023</xref>; <xref ref-type="bibr" rid="ref67">Paper et al., 2023</xref>; <xref ref-type="bibr" rid="ref80">Tripathi et al., 2023</xref>) compared to the Archaea whose utilization is less common (<xref ref-type="bibr" rid="ref15">Calder&#x00F3;n et al., 2013</xref>; <xref ref-type="bibr" rid="ref83">V&#x00ED;t&#x011B;zov&#x00E1; et al., 2020</xref>). Among the few studies reporting biobased treatment of brines, that of Mainka et al. investigated the use of halophilic bacteria for the degradation of organic compounds in waste brines with the goal to obtain a high-quality brine to be used as raw material (<xref ref-type="bibr" rid="ref54">Mainka et al., 2022</xref>). The work by <xref ref-type="bibr" rid="ref56">McAdam and Judd (2008)</xref> on the application of biological removal of anionic pollutants from concentrated waste brine on ion-exchange membranes for clean water generation should also be mentioned. In this panorama, the authors aim to open a discussion on the application of <italic>ad hoc</italic> methanogenic consortia for Li-brines treatment as a complementary or alternative strategy to other methodologies for industrial brine valorization. Possible mechanisms of Li recovery carried out by methanogens and the possibility to pair them with biomethanation is herein examined.</p>
</sec>
<sec id="sec2">
<label>2.</label>
<title>Physiology of methanogens living in briny water</title>
<p>Microbial diversity is very high in hypersaline environments, with the salinity gradient being an important factor for microbial community composition and species diversity (<xref ref-type="bibr" rid="ref57">McGenity and Sorokin, 2019</xref>). Redox potential and stable anaerobic conditions are key enablers for methanogenesis occurrence. Moreover, methanogens and sulfate-reducing bacteria (SRB; <xref ref-type="bibr" rid="ref10">Barton and Fauque, 2022</xref>) are historically in competition for common electron donors such as H<sub>2</sub>, formate, and acetate, in the sulfate-methane transition zone (SMTZ), hence methanogenesis also depends on sulfate concentration. SRB becomes predominant when the level of sulfate is sufficiently high to be the final electron acceptor of the above-mentioned substrates. Conversely, methanogenesis is an important process in marine and hypersaline environments, like in deeper sediments poor in sulfates (<xref ref-type="bibr" rid="ref87">Wilms et al., 2007</xref>) in highly hydrogen-productive areas (<xref ref-type="bibr" rid="ref1002">Hoehler et al., 2001</xref> <xref ref-type="bibr" rid="ref1001">Buckley et al., 2008</xref>). Apart from <italic>Halobacteria</italic> class, methanogenic archaea living at concentration of NaCl &#x003E;0.2 M have been identified as halophiles (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Most of them belong to the <italic>Methanosarcinaceae</italic> family including <italic>Methanosarcina</italic>, <italic>Methanohalophilus</italic>, <italic>Methanohalobium</italic>, and <italic>Methanosalsum</italic> genera.</p>
<p>Additionally, <italic>Methanolobus oregonensis,</italic> an alkaliphilic, methylotrophic methanogen, is classified as halotolerant rather than halophilic (<xref ref-type="bibr" rid="ref50">Liu et al., 1990</xref>) due to its optimal growth with salinity &#x003C;0.2 M (<xref ref-type="bibr" rid="ref21">Didari et al., 2020</xref>). Methylotrophic methanogens cannot grow on hydrogen (H<sub>2</sub>) and carbon dioxide (CO<sub>2</sub>) or acetate, rather they use non-competitive molecules such as methanol, methylated amines and methylated sulfide as electron acceptors and formate or H<sub>2</sub> as electron donors (<xref ref-type="bibr" rid="ref76">Sorokin et al., 2018</xref>) to produce methane and gain energy (<xref ref-type="bibr" rid="ref65">Oren, 1999</xref>). <italic>Methanosalis</italic> sp. <italic>SBSPR1A</italic>, a closely related taxon in the <italic>Methanolobus</italic> and <italic>Methanomethylovorans</italic> genera, is a methylotrophic methanogen tolerating up to 3.6 M of salinity and performing methanogenesis only from dimethylamine and trimethylamine (<xref ref-type="bibr" rid="ref14">Bueno de Mesquita et al., 2021</xref>). Methylated amines, particularly trimethylamines, originate from glycine betaine fermentation (<xref ref-type="bibr" rid="ref86">Welsh, 2000</xref>). Quaternary amines like glycine betaine and choline can be directly used as substrates in methanogenesis by some marine strains (i.e., genus <italic>Methanococcoides</italic>) without the need for syntrophic metabolism. However, only partial degradation of glycine betaine to dimethylglycine (DMG) has been reported in hypersaline environments (<xref ref-type="bibr" rid="ref85">Watkins et al., 2014</xref>). A possible explanation is that these molecules also act as <italic>compatible solutes</italic>, i.e., substances fitting with microbial metabolism that accumulates in the cytoplasm to balance external osmotic pressure (<xref ref-type="bibr" rid="ref57">McGenity and Sorokin, 2019</xref>). Two main strategies to achieve microbial osmoregulation and survival in hypersaline environments have been recognized: the salt-in and the salt-out mechanism. The former is typically used by Haloarchaea and involves the rise of salt concentrations in the cytoplasm, usually with potassium chloride (KCl; <xref ref-type="bibr" rid="ref14">Bueno de Mesquita et al., 2021</xref>). The latter, typically used by bacteria, involves the production of compatible solutes thus avoiding salt secretion in the cytoplasm, as described in Halobacteriales. Other methyl-reducing methanogens have been identified as <italic>Methanonatronarchaeum thermophilum</italic> and <italic>Candidatus</italic> Methanohalarchaeum thermophilum, formerly related to the Halobacteria from neutral salt lakes and highly alkaline soda lakes (<xref ref-type="bibr" rid="ref75">Sorokin et al., 2017</xref>, <xref ref-type="bibr" rid="ref76">2018</xref>). In saline environments, a hybrid methanogenic pathway, which uses C1-methylated compounds as electron acceptors and H<sub>2</sub> as an electron donor (i.e., methyl-reduction route) can be predominant (<xref ref-type="bibr" rid="ref13">Borrel et al., 2014</xref>). This is the case of the <italic>Methanomassiliicoccus</italic> genus typically found in insect/animal digestive tracts and performing a methyl-dependent hydrogenotrophic methanogenesis (<xref ref-type="bibr" rid="ref18">Cozannet et al., 2021</xref>); this was detected in a smooth hypersaline microbial mat from Shark Bay (<xref ref-type="bibr" rid="ref88">Wong et al., 2017</xref>; <xref ref-type="bibr" rid="ref28">Garc&#x00ED;a-Maldonado et al., 2018</xref>). Although methanogenesis in hypersaline environments is typically ascribed to methylotrophic methanogens, recent studies have reported evidence of putative hydrogenotrophic methanogens presence (i.e., methanogens reducing CO<sub>2</sub> to CH<sub>4</sub> using H<sub>2</sub> or formate) in hypersaline microbial mats and endoevaporite (<xref ref-type="bibr" rid="ref27">Garc&#x00ED;a-Maldonado et al., 2015</xref>, <xref ref-type="bibr" rid="ref28">2018</xref>; <xref ref-type="bibr" rid="ref88">Wong et al., 2017</xref>). Methanogens from <italic>Methanobacteriales, Methanococcales, Methanopyrales</italic> orders were identified in samples from these environments. Among hydrogenotrophic methanogens, <italic>Methanocalculus</italic> genera are representative of halophiles living in highly alkaline environments. <italic>Methanocalculus halotolerans</italic> was instead isolated from a hypersaline oil reservoir, with the ability to grow at up to 2 M of salinity (<xref ref-type="bibr" rid="ref63">Ollivier et al., 1998</xref>). Representatives of the genus <italic>Methanothermobacter</italic> was enriched in the formation waters of a gas field, showing tolerance to salinity up to 1.5 M (<xref ref-type="bibr" rid="ref30">Gray et al., 2009</xref>). Besides <italic>Methanosarcina</italic>, other abundant methanogenic communities found in anaerobic treatment plants of diary wastewaters characterized by elevated salt concentrations (<xref ref-type="bibr" rid="ref83">V&#x00ED;t&#x011B;zov&#x00E1; et al., 2020</xref>) correspond to the hydrogenotrophic <italic>Methanocorpusculum</italic>, <italic>Methanobrevibacter</italic>, <italic>Methanobacterium</italic> and <italic>Methanoculleus</italic> genera (<xref ref-type="bibr" rid="ref89">Zeb et al., 2019</xref>).</p>
</sec>
<sec id="sec3">
<label>3.</label>
<title>S-layer and EPS mediated metal cation removal via biosorption mechanism</title>
<p>Taxa belonging to the archaeal kingdom are characterized by a heterogenic organization and composition of the cell membrane, although they all have in common the lack of peptidoglycan (<xref ref-type="bibr" rid="ref44">K&#x00F6;nig et al., 2014</xref>) and a lipid belayer consisting of C5-isoprenoid units linked to glycerol via ether bonds (<xref ref-type="bibr" rid="ref43">Klingl, 2014</xref>). Almost all archaea own a protein surface layer known as the S-layer with different lattice structures. Among halophilic archaea, methanogens share the same S-layer configuration (i.e., hexagonal lattice type). Besides allowing access to nutrients, the S-layer has a cell-protective and stabilizing role in environments with extreme salinity, temperature, and pH (<xref ref-type="bibr" rid="ref71">Rodrigues-Oliveira et al., 2017</xref>). Studies conducted on a modelled S-layer structure belonging to <italic>Methanosarcina acetivorans</italic>, demonstrated the role of the S-layer as a charge and size barrier preventing the access of specific molecules (<xref ref-type="bibr" rid="ref5">Arbing et al., 2012</xref>). Selectivity for specific-target metals is a desirable quality in metal-rich waste separation and recovery technologies (<xref ref-type="bibr" rid="ref22">Echavarri-Bravo et al., 2022</xref>). Among the methanogens, the hyperthermophilic strain <italic>Methanocaldococcus jannaschii</italic> has been reported to selectively adsorb dissolved Fe<sup>3+</sup>, Ca<sup>2+</sup>, Zn<sup>2+</sup>, Cu<sup>2+</sup>, and Pb<sup>2+</sup> metal cations (<xref ref-type="bibr" rid="ref64">Orange et al., 2011</xref>) due to the presence of negatively charged functional groups on the cell membrane.</p>
<p>In a metal-rich environment, extracellular polymeric substance (EPS) production is part of a stress-response mechanism to support the cell in reducing the metal ions availability, by chelation and sequestration as an ion exchange matrix. The EPS matrix behaves like a gel-like grid that keeps microbial cells together, supporting biofilms' adhesion on surfaces and protecting the cells from extreme environments (<xref ref-type="bibr" rid="ref82">van Wolferen et al., 2018</xref>; <xref ref-type="bibr" rid="ref48">Li et al., 2022</xref>; <xref ref-type="bibr" rid="ref84">Wang et al., 2022</xref>). Carboxyl, hydroxyl, sulfate, phosphoryl, and amino groups of protein in EPS are responsible for metals biosorption (<xref ref-type="bibr" rid="ref79">Torres, 2020</xref>). For instance, dark deposits of Pb<sup>2+</sup> ions found around <italic>Methanocaldococcus jannaschii</italic> cells suggested a mechanism of particle fixation by the EPS (<xref ref-type="bibr" rid="ref64">Orange et al., 2011</xref>). The study by Kurniawan and Yamamoto gave us fundamental information about the biosorption power of a natural biofilm matrix isolated from a Japanese lake: Li<sup>+</sup> biosorption is a physicochemical process mainly driven by the electrostatic interaction between ion species and the negatively charged sites of the proteins in the biofilm (<xref ref-type="bibr" rid="ref46">Kurniawan and Yamamoto, 2015</xref>). Moreover, the adsorption of Li<sup>+</sup> corresponded to the parallel desorption of other cations (i.e., Na<sup>+</sup>, Mg<sup>2+</sup>, Ca<sup>2+</sup> and K<sup>+</sup>) via an ion exchange mechanism. The biosorption process observed in this study was fast (1 min) and more performing (85 &#x03BC;mol g<sup>&#x2212;1</sup> of dry biofilm) than strong and weak cation exchange resins (18 and 33 &#x03BC;mol g<sup>&#x2212;1</sup>, respectively). Concerning the use of active biomass, both bacteria and fungi showed a superior uptake capacity in the magnitude of tens and hundreds mg g<sup>&#x2212;1</sup> of dissolved metals (<xref ref-type="bibr" rid="ref77">Srinath et al., 2002</xref>; <xref ref-type="bibr" rid="ref35">Iram et al., 2015</xref>). As an example of industrial application, Artola and colleagues designed and operated a biosorption pilot plant for Cu<sup>2+</sup> removal from municipal water treatment plant using anaerobic sludge as biosorbent (<xref ref-type="bibr" rid="ref6">Artola et al., 2001</xref>). The highest uptake capacity was 75 mg of metal g<sup>&#x2212;1</sup> of total solids in the sludge. Pagliaccia and coworkers investigated the efficiency of EPS in native biomass from annamox granular sludge as biosorbent of heavy metals in synthetic wastewaters (<xref ref-type="bibr" rid="ref66">Pagliaccia et al., 2022</xref>). A recent study on a methanogenic consortium revealed the relationship of EPS with the release of soluble biogenic products and with metal solubility in the presence of elevated cobalt (Co<sup>2+</sup>) and nickel (Ni<sup>2+</sup>) concentrations, as in waste streams of metallurgical and LIBs industry (<xref ref-type="bibr" rid="ref32">Hasani Zadeh et al., 2022</xref>). Hydroxyl and carboxyl terminals of proteins in EPS are the main ones responsible for the metal-cations biosorption mechanism (<xref ref-type="bibr" rid="ref26">Fomina and Gadd, 2014</xref>; <xref ref-type="bibr" rid="ref46">Kurniawan and Yamamoto, 2015</xref>; <xref ref-type="bibr" rid="ref51">Liu et al., 2015</xref>) because cationic species are predominant among metals in aqueous solutions. This means that pH around 7-8 is the most suitable range for ensuring a negative charge on the protein terminals that bind dissolved metals (<xref ref-type="bibr" rid="ref79">Torres, 2020</xref>). The concentration of dispersed metals is dependent on EPS protein content whose variation is caused by metal-induced stress, e.g., concentrations of essential or non-essential metals that exceed the cells requirement. For instance, the activity of a methanogenic consortium in an anaerobic granular sludge was compromised by both Ni and Co as reported by Hasani Zadeh and colleagues. Moreover, the presence of a Ni-protein complex proved the selective metal-binding based on the ligand affinity in metalloproteins (<xref ref-type="bibr" rid="ref32">Hasani Zadeh et al., 2022</xref>).</p>
<p>EPS can also host biotransformation process as it is for <italic>Methanococcus maripaludis OS7</italic> producing an extracellular Ni-Fe hydrogenase that oxidizes iron of carbon steel oil and gas pipelines. The hydrogenase has the function of producing hydrogen and triggering the microbially influenced corrosion phenomenon (<xref ref-type="bibr" rid="ref47">Lahme et al., 2021</xref>). Although archaeal EPS do not have a relevant role at the industrial level yet, its importance is progressively growing. EPS production in archaea (i.e., <italic>Halobacterium mediterranei</italic>) is currently estimated to be at TRL 2, based on (<xref ref-type="bibr" rid="ref69">Pfeifer et al., 2021</xref>). There are different strategies to improve the microbial recovery mechanisms with the purpose of transferring this technology to the industrial scale such as surface-culture immobilization (fixation, entrapment, and chemicals cross-linking) and optimal conditions for process implementation (e.g., temperature, pH, initial dissolved metals, biosorbent concentration, i.e., biomass or EPS concentrations, biosorbent/metal contact time; <xref ref-type="bibr" rid="ref26">Fomina and Gadd, 2014</xref>). As a successful example is worth to mention the study by Manasi and colleagues using a halophilic bacterium <italic>Halomonas</italic> BVR 1 in combination with reduced graphene oxide to remove Cd, Zn and Pb from real effluent from electronic manufacturing sector: metals removal efficiency achieved 98% (<xref ref-type="bibr" rid="ref55">Manasi et al., 2018</xref>).</p>
<p>In addition to the biosorption mechanism, which is not necessarily dependent on living microorganisms, metals recovery can also occur via bioaccumulation or else through metals uptake via passive or active transport trough the cell membrane, and biotransformation and bioprecipitation, which instead involve active cells (<xref ref-type="bibr" rid="ref29">Gavrilescu, 2022</xref>; <xref ref-type="bibr" rid="ref49">Liapun and Motola, 2023</xref>).</p>
</sec>
<sec id="sec4">
<label>4.</label>
<title>Conclusion and implications for future research</title>
<p>Brine disposal is an emerging environmental and economic issue not only for the drinking water supply chain, considering that 41% of the global population still does not have access to it, but also for the primary sector (e.g., agroforestry, zootechnic and mining) and secondary sector (e.g., metallurgy) where water is an essential resource. Therefore, desalination is expected to expand rapidly, and so brine production is associated with it. The ecological effect of direct brine discharging in surface water bodies is currently under discussion due to the related-potential physiochemical alteration and the associated threat to marine ecosystem and life. Hence, valorization of rejected brines rather than direct disposal represents the core of the future water-resources management. Extraction and recovery strategies of valuable metals from secondary sources must be expanded and implemented. Among the valuable metals lithium is particularly attractive because its demand is expected to increase enormously by 2030. Emerging technologies relying on biological approaches are very promising in terms of low cost and sustainability but require further investigation to enable their application on a large scale. Based on what is currently known, we suggest that natural-adapted consortia of methanogens could be exploited as a flexible platform for the selective recovery of Li and other critical metals from brines in a CO<sub>2</sub>-upcycling process (<xref rid="fig1" ref-type="fig">Figure 1</xref>). Thus, primary and/or secondary sectors emitting CO<sub>2</sub> as a waste effluent represent a valuable source of carbon that supports the growth and productivity of methanogens. From an industrial point of view, examples of pilot and demonstration scale biomethanation plants are available in the literature with the technology being widely investigated (TRL &#x003E;5). Even though biomethanation technologies appear mature and deployable, integration of Li recovery from brines would require the evaluation of some additional factors concerning resources and process operating conditions.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Li removal from rejected brine through biomethanation process. Sources, input, and output with possible destination are shown. The bioreactor design here is generic: biosorption at the industrial level has been investigated in stirred tank bioreactors, air lift bioreactors, fluidized bed bioreactors, and fixed bed bioreactors (<xref ref-type="bibr" rid="ref40">Kanamarlapudi et al., 2018</xref>). Zoom in on the mechanisms enabling the recovery of metals in brine. RES, renewable energy sources; HMC, hydrogenotrophic methanogens consortia. M<sup>n</sup> and M<sup>n&#x2212;1</sup>: charge of target metals.</p>
</caption>
<graphic xlink:href="fmicb-14-1233221-g001.tif"/>
</fig>
<p>In particular, future research should investigate the ability of methanogenic consortia to adapt and grow on brines as substrates while carrying out methanogenesis. It is indeed important to test the resistance to salinity stress and elements which are not essential to their metabolism (e.g., Li, Sr, F). In order to maintain stable biomethane generation provided levels of salinity and thus Li should be kept under the threshold of inhibition, thus dilution of brine might be required along with culture preadaptation steps. Moreover, the optimal conditions to favor selectivity toward specific metals should be explored with the view of scaling-up the bio-recovery process. When using mixed microbial communities defining the organisms actively contributing to metal recovery and their affinity towards the removal of different brine components should be considered to eventually develop a functional synthetic consortium. In this regard, the location of origin and the type of water resource should be considered as important factors affecting the bioprocess and its profitability due to the different elemental composition. Considerable attention should be paid also to the recovery mechanism (biosorption, bioaccumulation, and biotransformation) carried out by the involved methanogenic species (<xref rid="fig1" ref-type="fig">Figure 1</xref>) in order to define the best implementation strategies for microbial recovery optimization (e.g., cell-immobilization). This aspect is also crucial to evaluate and deploy technically and economically feasible downstream procedures for Li desorption from cells and possibly the regeneration of the biosorbent, i.e., active methanogens, which is required by the biomethanation process. Given the lack of knowledge on the biological recovery of CRMs from rejected brine even at the laboratory scale, a techno-economic assessment of the research and development target must be still explored in order to reveal the potential benefit of this process. However, the use of renewable sources, the CO<sub>2</sub> mitigation and utilization, and eventually, the heat and water generated along with the production of CH<sub>4</sub> and reused within the process itself, should be an added value contributing to the process feasibility.</p>
</sec>
<sec sec-type="data-availability" id="sec5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="sec6">
<title>Author contributions</title>
<p>AA: conceptualization and writing&#x2014;original draft preparation. AA, AV, RB, and IB: investigation and visualization. BM: supervision. FP: funding acquisition. AA, AV, RB, IB, LB, FP, FV, AL, and BM: writing&#x2014;review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="sec7">
<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="COI-statement" id="sec143">
<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>
</body>
<back>
<ack>
<p>All figures presented in this work have been created or modified with <ext-link xlink:href="https://www.BioRender.com" ext-link-type="uri">BioRender.com</ext-link>.</p>
</ack>
<sec sec-type="supplementary-material" id="sec8">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1233221/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1233221/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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