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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>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1240798</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Unraveling the multifaceted resilience of arsenic resistant bacterium <italic>Deinococcus indicus</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Gouveia</surname>
<given-names>Andr&#x00E9; G.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2391069/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Salgueiro</surname>
<given-names>Bruno A.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ranmar</surname>
<given-names>Dean O.</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Antunes</surname>
<given-names>Wilson D. T.</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kirchweger</surname>
<given-names>Peter</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2381277/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Golani</surname>
<given-names>Ofra</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1882034/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wolf</surname>
<given-names>Sharon G.</given-names>
</name>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/168990/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Elbaum</surname>
<given-names>Michael</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Matias</surname>
<given-names>Pedro M.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff6" ref-type="aff"><sup>6</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/225224/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rom&#x00E3;o</surname>
<given-names>C&#x00E9;lia V.</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/181739/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Instituto de Tecnologia Qu&#x00ED;mica e Biol&#x00F3;gica Ant&#x00F3;nio Xavier (ITQB NOVA), Universidade Nova de Lisboa</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Life Sciences Core Facilities, Weizmann Institute of Science</institution>, <addr-line>Rehovot</addr-line>, <country>Israel</country></aff>
<aff id="aff3"><sup>3</sup><institution>Instituto Universit&#x00E1;rio Militar, Centro de Investiga&#x00E7;&#x00E3;o da Academia Militar (CINAMIL), Unidade Militar Laboratorial de Defesa Biol&#x00F3;gica e Qu&#x00ED;mica (UMLDBQ)</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Chemical and Biological Physics, Weizmann Institute of Science</institution>, <addr-line>Rehovot</addr-line>, <country>Israel</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Chemical Research Support, Weizmann Institute of Science</institution>, <addr-line>Rehovot</addr-line>, <country>Israel</country></aff>
<aff id="aff6"><sup>6</sup><institution>Instituto de Biologia Experimental e Tecnol&#x00F3;gica (iBET)</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Melina Kerou, University of Vienna, Austria</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: John R. Battista, Louisiana State University, United States; Patricia De Francisco, Spanish National Research Council (CSIC), Spain; Min-Kyu Kim, Korea Atomic Energy Research Institute (KAERI), Republic of Korea</p></fn>
<corresp id="c001">&#x002A;Correspondence: C&#x00E9;lia V. Rom&#x00E3;o, <email>cmromao@itqb.unl.pt</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1240798</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Gouveia, Salgueiro, Ranmar, Antunes, Kirchweger, Golani, Wolf, Elbaum, Matias and Rom&#x00E3;o.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Gouveia, Salgueiro, Ranmar, Antunes, Kirchweger, Golani, Wolf, Elbaum, Matias and Rom&#x00E3;o</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>Arsenic (As) is a toxic heavy metal widely found in the environment that severely undermines the integrity of water resources. Bioremediation of toxic compounds is an appellative sustainable technology with a balanced cost-effective setup. To pave the way for the potential use of <italic>Deinococcus indicus,</italic> an arsenic resistant bacterium, as a platform for arsenic bioremediation, an extensive characterization of its resistance to cellular insults is paramount. A comparative analysis of <italic>D. indicus</italic> cells grown in two rich nutrient media conditions (M53 and TGY) revealed distinct resistance patterns when cells are subjected to stress via UV-C and methyl viologen (MV). Cells grown in M53 demonstrated higher resistance to both UV-C and MV. Moreover, cells grow to higher density upon exposure to 25&#x2009;mM As(V) in M53 in comparison with TGY. This analysis is pivotal for the culture of microbial species in batch culture bioreactors for bioremediation purposes. We also demonstrate for the first time the presence of polyphosphate granules in <italic>D. indicus</italic> which are also found in a few <italic>Deinococcus</italic> species. To extend our analysis, we also characterized <italic>Di</italic>ArsC2 (arsenate reductase) involved in arsenic detoxification and structurally determined different states, revealing the structural evidence for a catalytic cysteine triple redox system. These results contribute for our understanding into the <italic>D. indicus</italic> resistance mechanism against stress conditions.</p>
</abstract>
<kwd-group>
<kwd>metals</kwd>
<kwd>UV-C</kwd>
<kwd>oxidative stress</kwd>
<kwd>PolyP granules</kwd>
<kwd>arsenate reductase</kwd>
<kwd>arsenate</kwd>
</kwd-group>
<counts>
<fig-count count="11"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="137"/>
<page-count count="16"/>
<word-count count="12690"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Extreme Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Arsenic presents high toxicity and has been classified as carcinogenic, mutagenic and teratogenic element (<xref ref-type="bibr" rid="ref74">Machado et al., 1999</xref>; <xref ref-type="bibr" rid="ref90">National Research Council, 2001</xref>; <xref ref-type="bibr" rid="ref132">Wang et al., 2017</xref>). Due to the electronic configuration of its valence orbitals, it presents a unique chemical nature that allows several changes in oxidation states and bonding configurations, forming a wide diversity of inorganic and organic species (<xref ref-type="bibr" rid="ref93">O&#x2019;Day, 2006</xref>). In nature, four oxidation states are found, namely &#x2212;3 (arsine), 0 (arsenic), +3 (arsenite) and +5 (arsenate); the latter two are of the utmost interest due to their high toxicity and predominance in aquatic environments (<xref ref-type="bibr" rid="ref13">Bissen et al., 2003</xref>; <xref ref-type="bibr" rid="ref50">James et al., 2017</xref>). Arsenite, As(III), is mainly present in groundwater under reducing conditions while arsenate, As(V) is present in oxidizing conditions (<xref ref-type="bibr" rid="ref13">Bissen et al., 2003</xref>; <xref ref-type="bibr" rid="ref50">James et al., 2017</xref>). As a metalloid, arsenic is a pnictogen found in group 15 of the periodic table and presents high physicochemical similarities with phosphorus (<xref ref-type="bibr" rid="ref28">Dani, 2011</xref>; <xref ref-type="bibr" rid="ref37">Fekry et al., 2011</xref>; <xref ref-type="bibr" rid="ref120">Tawfik and Viola, 2011</xref>; <xref ref-type="bibr" rid="ref130">Varadwaj et al., 2022</xref>). The uptake of arsenate by cells follows through the phosphorus pathways mainly by phosphate transporters (<xref ref-type="bibr" rid="ref106">Rosenberg et al., 1977</xref>; <xref ref-type="bibr" rid="ref53">Jiang et al., 2014</xref>; <xref ref-type="bibr" rid="ref39">Garbinski et al., 2019</xref>). Arsenate (AsO<sub>4</sub><sup>&#x2212;3</sup>) and phosphate (PO<sub>4</sub><sup>&#x2212;3</sup>) share similar chemical speciation, thus as a chemical analog of phosphorus, arsenate is able to act as substrate for several enzymes, leading to harmful cellular effects (<xref ref-type="bibr" rid="ref118">Strawn, 2018</xref>). To cope with arsenic, most living organisms have evolved mechanisms to circumvent its toxicity. Most bacterial species bear an arsenic resistance (<italic>ars</italic>) operon that encompasses at least three main core genes: (1) an arsenic responsive repressor (<italic>arsR</italic>), (2) As(III) efflux permease (<italic>arsB</italic>) and (3) arsenate reductase (<italic>arsC</italic>) (<xref ref-type="bibr" rid="ref96">P&#x00E1;ez-Espino et al., 2009</xref>; <xref ref-type="bibr" rid="ref133">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="ref135">Yang and Rosen, 2016</xref>). <italic>Deinococcus indicus</italic> Wt/1aT was isolated from an arsenic contaminated aquifer in West Bengal, India and it is the first known species of the <italic>Deinococcus</italic> genus able to withstand high concentrations of both arsenate and arsenite (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>). <italic>D. indicus</italic> contains the typical <italic>arsRBC</italic> operon that encodes two regulatory proteins (ArsR1 and ArsR2), two arsenate reductases (ArsC2 and ArsC3) and an arsenite efflux pump protein (ArsB). Besides this <italic>ars</italic> operon, it also encodes an additional arsenate reductase, ArsC1 (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>; <xref ref-type="bibr" rid="ref120">Tawfik and Viola, 2011</xref>; <xref ref-type="bibr" rid="ref104">Ranganathan et al., 2023</xref>).</p>
<p>The <italic>Deinococcus</italic> genus is widespread in the environment, colonizing extreme habitats such as deserts, hot springs and polar regions (<xref ref-type="bibr" rid="ref44">Hirsch et al., 2004</xref>; <xref ref-type="bibr" rid="ref30">De Groot et al., 2005</xref>; <xref ref-type="bibr" rid="ref75">Makk et al., 2016</xref>; <xref ref-type="bibr" rid="ref54">Jin et al., 2019</xref>). Members of this genus present high resistance to radiation and desiccation (<xref ref-type="bibr" rid="ref54">Jin et al., 2019</xref>). Nevertheless, with the exception of <italic>Deinococcus radiodurans</italic>, the model organism for radiation resistance, and <italic>Deinococcus geothermalis,</italic> a biofilm forming organism that heavily affects the paper industry, most <italic>Deinococcus</italic> sp. have been poorly characterized to date (<xref ref-type="bibr" rid="ref63">Kolari et al., 2001</xref>, <xref ref-type="bibr" rid="ref62">2003</xref>; <xref ref-type="bibr" rid="ref99">Peltola et al., 2008</xref>; <xref ref-type="bibr" rid="ref115">Slade and Radman, 2011</xref>; <xref ref-type="bibr" rid="ref40">Gerber et al., 2015</xref>; <xref ref-type="bibr" rid="ref73">Lim et al., 2019</xref>). <italic>D. radiodurans</italic> and <italic>D. geothermalis</italic> have shown high efficiency in the detoxification of toxic materials (<xref ref-type="bibr" rid="ref14">Brim et al., 2000</xref>, <xref ref-type="bibr" rid="ref15">2003</xref>; <xref ref-type="bibr" rid="ref84">Misra et al., 2012</xref>; <xref ref-type="bibr" rid="ref25">Choi et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Manobala et al., 2019</xref>). Nonetheless, before exploring the bioremediation capabilities of an organism, the characterization of its resistance to cellular insults is imperative. Moreover, the analysis of culture conditions is vital for the application of microbial species in batch bioreactors for toxic waste removal (<xref ref-type="bibr" rid="ref121">Tekere, 2019</xref>). So far, <italic>D. indicus</italic> ability to survive under UV-B radiation was evaluated and no information is available regarding oxidative stress resistance (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>).</p>
<p>Here, <italic>D. indicus</italic> resistance to UV-C, oxidative stress and arsenate was investigated in two rich nutritional media (M53 and TGY). Interestingly, a media-dependent response was observed for UV-C and methyl viologen (MV) damage, with <italic>D. indicus</italic> presenting higher resistance in M53. Upon exposure to As(V), <italic>D. indicus</italic> was able to grow in the presence of 25&#x2009;mM of As(V) and to tolerate 50&#x2009;mM of As(V) while <italic>D. radiodurans</italic> had its growth compromised in the presence of 50 fold lower concentration. Polyphosphate granules have been shown to be involved in heavy metal detoxification in different microorganisms, and indeed elemental analysis by cryogenic scanning transmission electron microscopy with energy dispersive X-ray spectroscopy (STEM-EDX) revealed the presence of prominent polyphosphate granules in <italic>D. indicus</italic>. To extend our understanding of arsenic resistance in <italic>D. indicus</italic>, the crystal structure of <italic>Di</italic>ArsC2 arsenate reductase was determined in two states: native and bound to arsenic.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title><italic>Deinococcus</italic> cell growth</title>
<p><italic>Deinococcus radiodurans</italic> R1 and <italic>D. indicus</italic> Wt/1aT (MTCC 4913) were grown either in: M53 medium, 1.0% (w/v) casein yeast peptone (Sigma-Aldrich), 0.5% (w/v) yeast extract (VWR Chemicals), 0.5% (w/v) glucose (Carl Roth) and 0.5% (w/v) NaCl (Merck); or Tryptone Glucose Yeast extract (TGY) medium, 1.0% (w/v) tryptone (VWR Chemicals), 0.5% (w/v) yeast extract (VWR Chemicals) and 0.1% (w/v) glucose (Carl Roth). For all assays, cells were grown at 30&#x00B0;C and 150&#x2009;rpm agitation; for solid cultures, 1.5% (w/v) agar-agar (Carl Roth) was added. For each assay, two sequential subcultures were grown for 14&#x2013;16&#x2009;h prior to the final culture. Final cultures were diluted to an early-exponential phase either (Optical density at 600&#x2009;nm (OD<sub>600</sub>) of 0.2) for arsenate exposure growth curves and STEM-EDX or (OD<sub>600</sub> =&#x2009;0.5) for oxidative stress, in-plate arsenate stress and UV assays.</p>
</sec>
<sec id="sec4">
<title>Oxidative and arsenate stress response</title>
<p>Oxidative and arsenate stress assays were performed by adapting the disk diffusion method (<xref ref-type="bibr" rid="ref8">Bauer et al., 1966</xref>; <xref ref-type="bibr" rid="ref47">Hudzicki, 2012</xref>). Briefly, 400&#x2009;&#x03BC;l of cells grown in either M53 or TGY (at an OD<sub>600</sub> =&#x2009;2) were evenly spread on the surface of an agar plate (120.5&#x2009;&#x00D7;&#x2009;120.5&#x2009;mm) using a cotton swab and allowed to dry for 15&#x2009;min before the application of the disks (6&#x2009;mm, PRAT DUMAS). Afterwards, oxidative stress inducer compounds or arsenic (20&#x2009;&#x03BC;l) were applied on top of the disk in increasing concentrations. Plates were incubated for 3&#x2009;days and halos were measured using Fiji/ImageJ (<xref ref-type="bibr" rid="ref110">Schindelin et al., 2012</xref>). Oxidative stress compounds: (1) Methyl viologen dichloride, MV (C<sub>12</sub>H<sub>14</sub>Cl<sub>2</sub>N<sub>2</sub>&#x00B7; xH<sub>2</sub>O, Sigma-Aldrich); (2) Hydrogen peroxide 30% (w/w), H<sub>2</sub>O<sub>2</sub> (Sigma-Aldrich). Arsenic stress compound: sodium arsenate dibasic heptahydrate 98%, As(V), (HAsNa<sub>2</sub>O<sub>4</sub> &#x00B7; 7H<sub>2</sub>O, Sigma Aldrich).</p>
</sec>
<sec id="sec5">
<title>UV-C radiation survival curves</title>
<p>Ultraviolet (UV) irradiations were performed at UV-C (254&#x2009;nm) with a fluence of 3&#x2009;mW/cm<sup>2</sup> throughout the assay. Fluence was assessed using a MS-100 optical radiometer with a MS 125 UVC sensor (Ultra-Violet Products, Upland, CA). <italic>D. indicus</italic> cells grown in either M53 and TGY (at an OD<sub>600</sub> =&#x2009;2) were serially diluted and plated in duplicate for each dose. Plates were air dried for 15&#x2009;min and placed under the UV lamp to be exposed from 300 to 1800&#x2009;J/m<sup>2</sup> (in increments of 300&#x2009;J/m<sup>2</sup> which corresponds to an exposure of 10&#x2009;s). Afterwards, plates were incubated for 3&#x2009;days and the colony forming units (CFU) were assessed. The average CFU mL<sup>&#x2212;1</sup> of non-irradiated sample aliquots represented 100% survival. The surviving fraction at a given dose is the average CFU mL<sup>&#x2212;1</sup> from each irradiated sample (N) divided by the average CFU mL<sup>&#x2212;1</sup> of the non-irradiated sample (N<sub>0</sub>). Survival curves were obtained by plotting the logarithm of N/N<sub>0</sub> versus the dose. To determine the survival curve parameters, the multi-hit model was applied (equation 1), S(D)&#x2009;=&#x2009;Survival fraction (where 1 is 100%); D&#x2009;=&#x2009;Dose (J/m<sup>2</sup>); K&#x2009;=&#x2009;inactivation constant and n&#x2009;=&#x2009;extrapolation number (obtained by the intercept of the extrapolated semi-log straight-line), (<xref ref-type="bibr" rid="ref112">Severin et al., 1983</xref>; <xref ref-type="bibr" rid="ref67">Kowalski et al., 2000</xref>; <xref ref-type="bibr" rid="ref66">Kowalski, 2009</xref>). For statistical intercomparison of the different D<sub>10</sub> values extrapolated from the survival curves of M53 and TGY a Student&#x2019;s t-test was used and <italic>&#x03A1;</italic> &#x2264;&#x2009;0.05 were considered statistically significant (<xref ref-type="bibr" rid="ref31">De La Vega et al., 2005</xref>).</p>
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<sec id="sec6">
<title>Arsenic resistance growth curves</title>
<p>Arsenic resistance was assessed by adding As(V) to broth cultures (OD<sub>600</sub> =&#x2009;0.3) for both M53 and TGY. <italic>D. indicus</italic> cells were incubated with 10, 25 and 50&#x2009;mM while <italic>D. radiodurans</italic> was incubated with 0.05, 0.5, 1, 5, 10, and 20&#x2009;mM of As(V). Growth curves were obtained by plotting the measured OD<sub>600</sub> versus time.</p>
</sec>
<sec id="sec7">
<title>SEM of <italic>Deinococcus indicus</italic></title>
<p><italic>Deinococcus indicus</italic> cells were grown in M53 or TGY in 24 well plates for 3&#x2009;days at 30&#x00B0;C. Grown cells were washed with Phosphate Buffer Saline (PBS) and applied over a lamella. Samples were fixed using a mixture of 2.5% glutaraldehyde and 1% formaldehyde in 0.1&#x2009;M sodium cacodylate buffer for 1&#x2009;h at room temperature. Afterwards, samples were washed 3 times with 0.1&#x2009;M of sodium cacodylate buffer and dehydrated by sequential washing with increasing concentration of ethanol solutions (50, 70, 90, and 100%). Ethanol was removed and tert-butyl alcohol was added. Samples were incubated at 4&#x00B0;C for 30&#x2009;min followed by 1&#x2009;h in a vacuum desiccator and kept at room temperature until the scanning electron microscopy (SEM) analyses were performed. Samples were incubated for 10&#x2009;min with 2% solution of osmium tetroxide and gold sputtered with 8&#x2009;nm gold in an electron sputter (Cressington 108). Imaging was performed using a Hitachi TM3030Plus scanning electron microscope, at 1.5&#x2009;kV.</p>
</sec>
<sec id="sec8">
<title>STEM imaging and EDX of <italic>Deinococcus indicus</italic></title>
<p><italic>Deinococcus indicus</italic> cells were grown in M53 broth media (OD<sub>600</sub> of 0.3) and washed twice with M53 at 4000&#x2009;rpm, 4&#x00B0;C. Afterwards, cells were diluted to an appropriated concentration and 4 &#x03BC;L deposited onto a glow-discharged Quantifoil copper grid. The grids were blotted, and plunged into liquid ethane with an automated plunger (EM-GP, Leica Microsystems). STEM imaging was performed under cryogenic conditions with a field-emission Talos F200X (S)TEM microscope (Thermo Fisher Scientific) at 200&#x2009;kV accelerating voltage (extraction voltage 3,850&#x2009;V, gun lens 4, spot size 9), with a condenser aperture of 70&#x2009;&#x03BC;m in microprobe mode with a semi convergence angle of 2.1 mrad. Energy-dispersive X-ray spectroscopy (EDX) was performed using an energy dispersive spectrometer encompassing a Super-X G2 detector that features 4 silicon drift detector (SDDs) for substantially enhanced sensitivity, which is critical for trace element detection, with 8 &#x03BC;s dwell time per pixel, and dispersion of 5&#x2009;eV per channel<sans-serif>.</sans-serif> Acquired images and EDX data were processed using Velox&#x2122; (Thermo Fisher Scientific) software followed by analysis in ImageJ (<xref ref-type="bibr" rid="ref110">Schindelin et al., 2012</xref>).</p>
</sec>
<sec id="sec9">
<title>Co-localized <italic>Deinococcus indicus</italic>-granule size metrics</title>
<p>To identify <italic>D. indicus</italic> cells and the granules residing within them, grids were imaged using a Talos Arctica 200&#x2009;kV FEG STEM (Thermo Fisher Scientific) applying the same settings described above with a few variations: spot size 4, camera length 160&#x2009;mm and 6.66&#x2009;nm pixel size with 1&#x2009;&#x03BC;s dwell time per pixel. To quantify the size and distribution of granules within the bacteria, we used tiling and stitching images taken using TFS Tomography software to cover large field of view with multiple bacteria. Stitching was done using Fiji Grid/Collection stitching plugin (<xref ref-type="bibr" rid="ref102">Preibisch et al., 2009</xref>). Segmentation of the individual bacteria and individual granules residing within them was performed and the number of granules and their average and total size within each bacterium was measured. To segment the bacteria and granules, we used a workflow combining Ilastik (<xref ref-type="bibr" rid="ref11">Berg et al., 2019</xref>), pixel classifier followed by further processing using dedicated Fiji macro (<xref ref-type="bibr" rid="ref110">Schindelin et al., 2012</xref>). We used multiple fields of view from different conditions for training two-stage machine-learning classifier in Ilastik &#x201C;autocontext&#x201D; approach to classify pixels into four categories: bacteria, granules, background and unclassified. The trained classifier was applied to the stitched images in Fiji (<xref ref-type="bibr" rid="ref110">Schindelin et al., 2012</xref>). Bacteria were segmented based on connected component analysis of a filled mask of all pixels classified as bacteria, followed by size (1.6&#x2009;&#x003C;&#x2009;size [&#x03BC;m<sup>2</sup>]&#x2009;&#x003C;&#x2009;6) and shape filtering (circularity &#x003E;0.2). Granules were then segmented based on connected component analysis of a mask of all pixels classified as granules within segmented bacteria and further filtered by size (0.012&#x2009;&#x003C;&#x2009;size [&#x03BC;m<sup>2</sup>]&#x2009;&#x003C;&#x2009;0.12) and shape (circularity &#x003E;0.3). Manual correction was applied to correct the segmentation of some missed or falsely detected bacteria. The size and number of all valid bacteria and granules were extracted and analyzed.</p>
</sec>
<sec id="sec10">
<title>Sequence alignment and phylogenetic tree</title>
<p>Multiple sequence alignments were performed using ClustalW (<xref ref-type="bibr" rid="ref123">Thompson et al., 1994</xref>). Aligned sequences were used as input and the phylogenetic tree was generated using maximum likelihood (ML) in IQ-TREE2 (version 2.2.2.6) (<xref ref-type="bibr" rid="ref83">Minh et al., 2020</xref>), software with the mod LG&#x2009;+&#x2009;G4 substitution model. The model was selected by running the first tree using the model finder option (<xref ref-type="bibr" rid="ref57">Kalyaanamoorthy et al., 2017</xref>). The final tree was generated by performing bootstrap analysis of 1,000 data sets and was treated and displayed using the Interactive Tree Of Life (iTOL) (version 6) web service (<xref ref-type="bibr" rid="ref70">Letunic and Bork, 2021</xref>).</p>
</sec>
<sec id="sec11">
<title>Protein expression and purification</title>
<p><italic>Di</italic>ArsC2 gene was cloned into a pET28a(+) plasmid that contains an His-tag followed by a TEV cleavage site (GenScript Inc.). The overexpression of <italic>Di</italic>ArsC2 was obtained in <italic>Escherichia coli</italic> BL21 (Gold) cells transformed with the plasmid pET28a(+)-<italic>Di</italic>ArsC2 and grown in Luria-Bertani (LB) medium at 37&#x00B0;C, 180&#x2009;rpm. Cells at an OD<sub>600</sub> of 0.7 were induced with 500&#x2009;&#x03BC;M of isopropyl <italic>&#x03B2;</italic>-D-thiogalactopyranoside (NZYTech) and grown overnight at 20&#x00B0;C. Afterward, the cells were harvested and resuspended in lysis buffer [20&#x2009;mM HEPES pH 7, 10% glycerol, 300&#x2009;mM NaCl, 10&#x2009;mM MgCl<sub>2</sub>, 1&#x2009;&#x03BC;g/ml DNase I and 0.1&#x2009;mg/ml Lysozyme (Sigma-Aldrich)]. Cells were disrupted by 5&#x2009;cycles of freeze and thaw, and the soluble fraction containing overexpressed <italic>Di</italic>ArsC2 was obtained by centrifugation at 25,931&#x2009;x <italic>g</italic>, 20&#x2009;min at 4&#x00B0;C. The supernatant was loaded onto a His Trap excel column (Cytiva) using as binding buffer 20&#x2009;mM HEPES pH 7, 250&#x2009;mM NaCl, 10% (v/v) glycerol, and 10&#x2009;mM imidazole, and the elution buffer was 20&#x2009;mM HEPES pH 7, 250&#x2009;mM NaCl, 10% (v/v) glycerol and 1&#x2009;M imidazole. <italic>Di</italic>ArsC2 eluted at 300&#x2009;mM of imidazole and was further loaded onto a desalting column (Hiprep<sup>tm</sup> 26/10 Desalting, Cytiva) using 20&#x2009;mM HEPES pH 7, 250&#x2009;mM NaCl, 10% glycerol (v/v). Afterward, the <italic>Di</italic>ArsC2 His-tag was cleaved by adding Tobacco Etch Virus (TEV) protease (Sigma) at 12&#x00B0;C with gentle shaking for 14&#x2009;h. <italic>Di</italic>ArsC2 was loaded onto His Trap excel (Cytiva) using the same buffers as described above. The final purification step was done by size exclusion chromatography (Superdex 75 10/300 GL, Cytiva), with the buffer 20&#x2009;mM HEPES pH 7 and 250&#x2009;mM NaCl. The protein was pure as judged by sodium dodecyl sulphate polyacrylamide gel electrophoresis analysis and concentrated to 21&#x2009;mg/mL prior to being used for crystallization trials.</p>
</sec>
<sec id="sec12">
<title>Crystallization and X-ray diffraction data collection</title>
<p>Crystallization screens for <italic>Di</italic>ArsC2 were setup at the nL scale in a Crystallization Robot Mosquito LCP (SPT Labtech) with triple sitting drop 96-well plate (TTP Labtech) and using commercial screens Structure 1 and 2 (Molecular Dimensions). Needle- and plate-like crystals appeared in several conditions, three of which were selected for further optimization: #37 (0.2&#x2009;M Sodium acetate trihydrate, 0.1&#x2009;M Tris pH 8.5 and 30% (w/v) PEG 4000); #46 (0.05&#x2009;M Potassium phosphate monobasic and 20% (w/v) PEG 8000); and #47 (15% (w/v) PEG1500). These were optimized by vapor diffusion using 2&#x2009;&#x03BC;l hanging drops equilibrated against 500&#x2009;&#x03BC;l reservoir solution in XRL 24-well crystallization plates (Molecular Dimensions), at 20 and 4&#x00B0;C with varying ratios of protein and crystallization solution in each drop. For the final optimized crystallization condition, a ratio of 1:1 (protein to crystallization solution) with 0.2&#x2009;M Sodium acetate trihydrate, 0.1&#x2009;M Tris pH 8.5 and 20% (w/v) PEG 4000 for <italic>Di</italic>ArsC2 native (henceforth referred to as <italic>Di</italic>ArsC2) at 4&#x00B0;C. In the case of <italic>Di</italic>ArsC2 bound to arsenic (<italic>Di</italic>ArsC2-As), a ratio of 1:0.8 (protein to crystallization solution) was used using 0.2&#x2009;M Sodium acetate trihydrate, 0.1&#x2009;M Tris pH 8.5 and 30% (w/v) PEG 4000, plus 0.2&#x2009;&#x03BC;l of 0.1&#x2009;M As(V) at 20&#x00B0;C. <italic>Di</italic>ArsC2 crystals appeared after 7&#x2009;days while <italic>Di</italic>ArsC2-As crystals appeared after 3&#x2009;days. Crystals were dipped in a cryoprotecting solution that consisted of the crystallization buffer supplemented with 10% (v/v) PEG 400 and flash-cooled in liquid nitrogen.</p>
</sec>
<sec id="sec13">
<title>Structure determination, refinement, and quality assessment</title>
<p><italic>Di</italic>ArsC2 crystals were initially screened in-house using Cu K&#x03B1; radiation with 1.5418&#x2009;&#x00C5; wavelength in a Bruker AXS Proteum Pt135 CCD detector system coupled to an Incoatec Microfocus X-ray Source with Montel mirrors. Bruker Proteum software package were used to process and scale the images. The structure was solved by Molecular Replacement using MORDA (<xref ref-type="bibr" rid="ref128">Vagin and Lebedev, 2015</xref>) and using as phasing model the structure of arsenate reductase from <italic>Bacillus subtilis</italic> (PDB code: 1JL3) (<xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>). In addition <italic>Di</italic>ArsC2-As crystal was also tested in-house and the structure was solved by PHASER (<xref ref-type="bibr" rid="ref78">McCoy et al., 2007</xref>) in the PHENIX suite (<xref ref-type="bibr" rid="ref1">Adams et al., 2010</xref>; <xref ref-type="bibr" rid="ref72">Liebschner et al., 2019</xref>) using the <italic>Di</italic>ArsC2 as phasing model.</p>
<p>Diffraction data to higher resolution were collected at the XALOC beamline BL13 of the ALBA Synchrotron (Barcelona, Spain) (<xref ref-type="bibr" rid="ref55">Juanhuix et al., 2014</xref>). The images were processed with autoPROC (<xref ref-type="bibr" rid="ref131">Vonrhein et al., 2011</xref>), which makes use of XDS (<xref ref-type="bibr" rid="ref56">Kabsch, 2010</xref>) and the CCP4 suite (<xref ref-type="bibr" rid="ref101">Potterton et al., 2003</xref>) for integration and conversion of integrated intensities to structure factors. Each dataset was integrated with XDS, followed by POINTLESS (<xref ref-type="bibr" rid="ref36">Evans, 2011</xref>) for space-group determination, scaling and merging with AIMLESS and application of an anisotropic resolution cut-off at CC<sup>1/2</sup> &#x003C;&#x2009;0.3 with STARANISO (<xref ref-type="bibr" rid="ref126">Tickle et al., 2018</xref>). The crystals belonged to the monoclinic space group <italic>P</italic>2<sub>1</sub> and contained two molecules per asymmetric unit, as estimated by the Mathews coefficient probability (<xref ref-type="bibr" rid="ref77">Matthews, 1968</xref>; <xref ref-type="bibr" rid="ref58">Kantardjieff and Rupp, 2003</xref>). The data processing statistics are given in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>. Higher resolution crystallographic structures for both <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As were determined by molecular replacement using PHASER-MR (<xref ref-type="bibr" rid="ref78">McCoy et al., 2007</xref>) via the CCP4 Graphics User Interface (<xref ref-type="bibr" rid="ref101">Potterton et al., 2003</xref>) or PHENIX Suite (<xref ref-type="bibr" rid="ref1">Adams et al., 2010</xref>; <xref ref-type="bibr" rid="ref72">Liebschner et al., 2019</xref>), and using the <italic>Di</italic>ArsC2-As structure obtained from the in-house data as the phasing model. For <italic>Di</italic>ArsC2, an initial refinement was done with REFMAC (<xref ref-type="bibr" rid="ref89">Murshudov et al., 1997</xref>) and continued with PHENIX.REFINE (<xref ref-type="bibr" rid="ref122">Terwilliger et al., 2007</xref>; <xref ref-type="bibr" rid="ref1">Adams et al., 2010</xref>; <xref ref-type="bibr" rid="ref2">Afonine et al., 2012</xref>) while for <italic>Di</italic>ArsC2-As refinements were done using PHENIX.REFINE. Throughout the refinement, the model was periodically checked and corrected with COOT against &#x03C3;<sub>A</sub>-weighted 2|F<sub>o</sub>|-|F<sub>c</sub>| and |F<sub>o</sub>|-|F<sub>c</sub>| electron-density maps. Solvent molecules were added manually by inspection of electron-density maps in COOT (<xref ref-type="bibr" rid="ref35">Emsley and Cowtan, 2004</xref>). TLS (translation-libration-screw) reciprocal space refinement was carried out for both structures. Hydrogen atoms were included in calculated positions with the PHENIX.READYSET tool and isotropic displacement parameters (ADPs) were refined for all non-hydrogen atoms. The final structures were validated using MOLPROBITY (<xref ref-type="bibr" rid="ref23">Chen et al., 2010</xref>). Refinement statistics are given in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>. Structure factors and associated structure coordinates of <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As were deposited in the Protein Data bank (<xref ref-type="bibr" rid="ref12">Berman et al., 2003</xref>) with accession code 8P6M and 8P5N, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
<p>A simple ensemble refinement protocol in PHENIX was run for both final structures <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As considering one domain per independent molecule in the asymmetric unit, of the crystal structure, and using 80% of the non-hydrogen atoms to include in the TLS fitting of the atomic displacement parameters (ADPs) from a previous refinement with isotropic ADPs (<xref ref-type="bibr" rid="ref17">Burnley et al., 2012</xref>). The secondary structure was determined running PROCHECK within CCP4 Graphics User Interface (<xref ref-type="bibr" rid="ref69">Laskowski et al., 1993</xref>; <xref ref-type="bibr" rid="ref101">Potterton et al., 2003</xref>). Figures of the structures were prepared using PyMOL (<xref ref-type="bibr" rid="ref32">Delano, 2022</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<sec id="sec15">
<title><italic>Deinococcus indicus</italic> response to oxidative stress and UV-C</title>
<p><italic>Deinococcus</italic> species are known for their extreme tolerance to radiation and oxidative stress (<xref ref-type="bibr" rid="ref73">Lim et al., 2019</xref>). To evaluate <italic>D. indicus</italic> tolerance, we subjected the cells grown in M53 and TGY to hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) and methyl viologen (MV). MV is known to catalyze the formation of superoxide anion (O<sup>2&#x2022;-</sup>), (<xref ref-type="bibr" rid="ref43">Halliwell and Gutteridge, 1999</xref>; <xref ref-type="bibr" rid="ref42">Halliwell, 2006</xref>). <italic>D. indicus</italic> cells presented higher resistance to H<sub>2</sub>O<sub>2</sub> than to MV in both media (<xref rid="fig1" ref-type="fig">Figure 1</xref>). Upon exposure to MV, cells grown in M53 showed higher resistance than the ones grown in TGY. In fact, at 20&#x2009;mM of MV, cells in M53 were neither inhibited nor had their cell growth compromised. However, the same was not observed when directly applying H<sub>2</sub>O<sub>2</sub>, in which case the cells responded in the same way independently of the culture medium (<xref rid="fig1" ref-type="fig">Figure 1B</xref>). <italic>D. indicus</italic> cells were also exposed to UV-C irradiation. It is known that when UV radiation is applied to microbial populations a slight delay is often observed before the onset of an exponential decay (<xref ref-type="bibr" rid="ref19">Cerf, 1977</xref>; <xref ref-type="bibr" rid="ref88">Munakata et al., 1991</xref>; <xref ref-type="bibr" rid="ref103">Pruitt and Kamau, 1993</xref>; <xref ref-type="bibr" rid="ref67">Kowalski et al., 2000</xref>; <xref ref-type="bibr" rid="ref66">Kowalski, 2009</xref>). This effect is usually named as a shoulder curve due to its shape and for this reason the multi-hit model was applied to determine curve parameters and extrapolate the D<sub>10</sub> (i.e., the dose required to yield 10% survival) for the cells grown in both culture media (<xref ref-type="bibr" rid="ref112">Severin et al., 1983</xref>; <xref ref-type="bibr" rid="ref67">Kowalski et al., 2000</xref>; <xref ref-type="bibr" rid="ref66">Kowalski, 2009</xref>). Interestingly, in M53 cells exhibited significant higher resistance to UV-C in contrast to the ones grown in TGY (<xref rid="fig2" ref-type="fig">Figure 2</xref>). This was verified by calculating the D<sub>10</sub> values (<italic>&#x03A1;</italic> &#x2264;&#x2009;0.05): in M53 a dose of 809&#x2009;&#x00B1;&#x2009;66&#x2009;J/m<sup>2</sup> (30s exposure) is required to eliminate 90% of cells, while in TGY 619&#x2009;&#x00B1;&#x2009;82&#x2009;J/m<sup>2</sup> (20s exposure) was sufficient to achieve the same result.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Survival of <italic>D. indicus</italic> at mid-exponential phase (OD<sub>600</sub> =&#x2009;2.0) to different oxidative stress conditions. <bold>(A)</bold> Cells exposed to methyl viologen (MV). <bold>(B)</bold> Cells exposed to hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>). <bold>(A,B)</bold> Representative images of adapted Kirby-Bauer assays to cells grown in M53 and TGY exposed to increasing concentrations (left and middle panels). Inhibition halos correspond to the mean diameter of the inhibition zone (mm), (right panel). The error bars represent the standard deviations from three replicates of four independent experiments (<italic>n</italic> =&#x2009;4). <italic>p-</italic>values were obtained by Two-Way ANOVA. <italic>p</italic> &#x2264;&#x2009;0.001 and <italic>p</italic> &#x2264;&#x2009;0.0001 are represented as: &#x002A;&#x002A;&#x002A; and &#x002A;&#x002A;&#x002A;&#x002A;, respectively.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g001.tif"/>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>UV-C irradiation survival of <italic>D. indicus</italic> in M53 and TGY. <bold>(A)</bold> Representative image of <italic>D. indicus</italic> CFUs exposed to increasing doses of UV-C (254&#x2009;nm) radiation in M53 and TGY<bold>. (B)</bold> Survival curves of <italic>D. indicus</italic>. The survival fraction was calculated by dividing the CFUs of UV-C irradiated cells (N) by the CFUs of non-irradiated cells (<italic>N</italic><sub>0</sub>). Filled circles correspond to cells grown in TGY while open circles correspond to cells grown in M53. The error bars represent the standard deviation of four independent experiments (<italic>n</italic> =&#x2009;4).</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<title>Arsenate tolerance assays</title>
<p><italic>Deinococcus indicus</italic> Wt/1aT was originally isolated from an aquifer in West Bengal, India, and it was reported to survive 10&#x2009;mM of As(V) in nutrient broth medium (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>). To evaluate its ability to cope with higher concentrations of As(V), <italic>D. indicus</italic> and <italic>D. radiodurans</italic> (non-arsenic resistant specie) were exposed to As(V) in their early exponential growth phase (OD<sub>600</sub> =&#x2009;0.3). <italic>D. indicus</italic> was able to grow in the presence of 25&#x2009;mM As(V) in both media cultures. However, an extended lag phase was observed and at 50&#x2009;mM As(V), cells were unable to grow (<xref rid="fig3" ref-type="fig">Figure 3A</xref>). Nevertheless, cells harvested and applied to fresh media were able to recover their growth in normal conditions (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). Regarding <italic>D. radiodurans</italic>, different As(V) concentrations were tested, namely 0.05, 0.5, 1, 5, 10, and 20&#x2009;mM, our results show that in the presence of 5, 10, or 20&#x2009;mM, the cells are not able to recover the growth after 24H (<xref rid="fig3" ref-type="fig">Figure 3B</xref>). Cells were only able to display normal growth in 50&#x2009;&#x03BC;M As(V), a 500-fold lower concentration than applied to <italic>D. indicus</italic>. When exposed to 1&#x2009;mM, an evident decrease in growth was observed (<xref rid="fig3" ref-type="fig">Figure 3B</xref>). This observation was more evident in cells grown in TGY than for those grown in M53.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Growth curves in TGY and M53 media cultures of <italic>Deinococcus</italic> cells exposed to increasing concentrations of As(V) at an early exponential phase (OD<sub>600</sub> =&#x2009;0.3). <bold>(A)</bold> <italic>D. indicus</italic>, filled circles correspond to 0&#x2009;mM of As(V), filled squares correspond to 10&#x2009;mM of As(V), filled right side up triangles correspond to 25&#x2009;mM of As(V) and filled upside down triangles correspond to 50&#x2009;mM of As(V). <bold>(B)</bold> <italic>D. radiodurans</italic>, open circles correspond to 0&#x2009;mM of As(V), open squares correspond to 0.05&#x2009;mM of As(V), open right side up triangles correspond to 0.5&#x2009;mM of As(V), open upside down triangles correspond to 1&#x2009;mM of As(V) and filled squares correspond to 10&#x2009;mM of As(V).</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g003.tif"/>
</fig>
<p>To further assess their resistance to As(V) in a solid matrix, <italic>D. indicus</italic> and <italic>D. radiodurans</italic> were exposed to increasing concentrations of arsenate ranging from 200&#x2009;mM to 1&#x2009;M (<xref rid="fig4" ref-type="fig">Figure 4</xref>). Interestingly, in the solid matrix <italic>D. indicus</italic> was not fully inhibited by 1&#x2009;M of As(V) in either culture medium. Nevertheless, partial inhibition halos (reduction of cellular density) were observed in cells grown in M53 upon submission to 600&#x2009;mM to 1&#x2009;M of As(V). In contrast, <italic>D. radiodurans</italic> is inhibited by 200&#x2009;mM of arsenate (<xref rid="fig4" ref-type="fig">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Survival of <italic>D. indicus</italic> and <italic>D. radiodurans</italic> in solid matrix (M53 and TGY culture media) in response to As(V). Cells at mid-exponential phase (OD<sub>600</sub> =&#x2009;2.0) were exposed to increasing concentrations of As(V) using an adapted Kirby-Bauer assay (<xref ref-type="bibr" rid="ref8">Bauer et al., 1966</xref>; <xref ref-type="bibr" rid="ref47">Hudzicki, 2012</xref>). Inhibition halos correspond to the mean diameter of inhibition zone (mm). The error bars represent the standard deviations from three replicates of four independent experiments (<italic>n</italic> =&#x2009;4).</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g004.tif"/>
</fig>
</sec>
<sec id="sec17">
<title>SEM of <italic>Deinococcus indicus</italic></title>
<p>Previously, it was demonstrated that <italic>D. indicus</italic> presents growth media-induced morphotypes displaying a reversible behavior from single cells to multi-cell chain morphology (<xref ref-type="bibr" rid="ref21">Chauhan et al., 2019b</xref>). To explore this capacity and understand if differences in morphotypes account for the behavior disparities observed against cell insults, <italic>D. indicus</italic> grown in M53 and TGY media were observed through Scanning Electron Microscopy (SEM). SEM data revealed small differences on the size of the cells, where <italic>D. indicus</italic> grown in TGY presented slightly lower cell lengths. However, no differences in cell chain clustering were observed (<xref rid="fig5" ref-type="fig">Figure 5</xref>). Nevertheless, the addition of 500&#x2009;&#x03BC;M MnCl<sub>2</sub> seems to affect cells grown in TGY, where cell septation is compromised and cell length is vastly increased (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Scanning electron microscopy (SEM) images of <italic>D. indicus</italic> cells grown in M53 and TGY.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g005.tif"/>
</fig>
</sec>
<sec id="sec18">
<title>Cryo-STEM EDX of <italic>Deinococcus indicus</italic></title>
<p>Polyphosphate-like granules (pPLGs) are known to be involved in the sequestration of cation ions as well as in heavy-metal detoxification (<xref ref-type="bibr" rid="ref100">Peverly et al., 1978</xref>; <xref ref-type="bibr" rid="ref127">Urech et al., 1978</xref>; <xref ref-type="bibr" rid="ref111">Scott and Palmer, 1990</xref>; <xref ref-type="bibr" rid="ref59">Keasling, 1997</xref>; <xref ref-type="bibr" rid="ref68">Kulakovskaya, 2018</xref>). <italic>D. radiodurans, Deinococcus murrayi</italic> and <italic>Deinococcus proteolyticus</italic> present pPLGs in their native compositions, but no information is available for <italic>D. indicus</italic> (<xref ref-type="bibr" rid="ref124">Thornley et al., 1965</xref>; <xref ref-type="bibr" rid="ref116">Sleytr et al., 1976</xref>; <xref ref-type="bibr" rid="ref38">Ferreira et al., 1997</xref>; <xref ref-type="bibr" rid="ref34">Eltsov and Dubochet, 2005</xref>; <xref ref-type="bibr" rid="ref27">Copeland et al., 2012</xref>). <xref ref-type="bibr" rid="ref1002">Wolf et al. (2015)</xref> was carried out to image <italic>D. indicus</italic> in native conditions at the early-exponential phase in M53 medium. Through the ImageJ macro previously trained using ilastik &#x201C;autocontext&#x201D; approach, we were able to rapidly quantify and segment <italic>D. indicus</italic> cells and their granules using Cryo-STEM stitched images (<xref rid="fig6" ref-type="fig">Figure 6A</xref>). We observed a wide heterogeneity of electron dense granules distribution ranging from 0 to 8 granules per cell (<xref rid="fig6" ref-type="fig">Figure 6B</xref>). Overall, from the 435 cells analyzed 31.8% of the cells had no granules, followed by 17.2% of the cells containing 1 or 2 granules. Only 1.4 and 0.5% of the cells contained 7 and 8 granules, respectively (<xref rid="fig6" ref-type="fig">Figure 6B</xref>). The average granule area (<italic>n</italic> =&#x2009;803) was 0.040&#x2009;&#x00B1;&#x2009;0.019&#x2009;&#x03BC;m<sup>2</sup> with the smallest granules measuring 0.012&#x2009;&#x03BC;m<sup>2</sup> while the biggest granule measuring 0.107&#x2009;&#x03BC;m<sup>2</sup> (<xref rid="fig6" ref-type="fig">Figure 6C</xref>). EDX spectral analysis detected the enrichment in phosphorus of the intracellular granules, confirming that these structures are indeed polyphosphate-like granules (pPLGs) (<xref rid="fig7" ref-type="fig">Figure 7</xref>). The main counter ion found was magnesium (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>PolyP granules analysis by Cryo-STEM. <bold>(A)</bold> <italic>D. indicus</italic> STEM stitched image segmented trough the trained classifier, detected bacteria are colored in blue and granules within the bacteria are colored in purple. <bold>(B)</bold> Percentage of cells containing PolyP granules. <bold>(C)</bold> Area (&#x03BC;m<sup>2</sup>) of <italic>D. indicus</italic> PolyP granules.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g006.tif"/>
</fig>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>EDX analysis of <italic>D. indicus</italic> cells grown in M53. <bold>(A)</bold> Cryo-STEM images of control condition for which EDX spectra were measured, and elemental mapping for phosphorus (green), magnesium (cyan), potassium (yellow), and sodium (dark blue). <bold>(B)</bold> Blue square highlights a polyphosphate granule and red square a cytosol region, used to obtain the superimposed EDX spectra the polyphosphate granule (blue line) and the cytosol (red line).</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g007.tif"/>
</fig>
</sec>
<sec id="sec19">
<title><italic>Di</italic>ArsC2 (arsenate reductase) phylogenetic analysis</title>
<p>In order to explore the difference between the two species, <italic>D. radiodurans</italic> and <italic>D. indicus</italic>, to the arsenate resistance we analyzed the arsenate reductases that belong to the <italic>ars</italic> operon, which are able to convert As(V) into As(III) (<xref ref-type="bibr" rid="ref86">Mukhopadhyay and Rosen, 2002</xref>). It is predicted that <italic>D. indicus</italic> possesses three genes that encode cytosolic arsenate reductases, <italic>Di</italic>ArsC1, <italic>Di</italic>ArsC2, and <italic>Di</italic>ArsC3 while <italic>D. radiodurans</italic> possesses two arsenate reductases, <italic>Dr</italic>ArsC1 and <italic>Dr</italic>ArsC2 (<xref rid="fig8" ref-type="fig">Figure 8</xref>). There are three families of cytosolic arsenate reductases: one belongs to the <italic>E. coli</italic> R773 plasmid and comprises glutaredoxin (Grx)-coupled enzymes, while another class belongs to the <italic>Staphylococcus aureus</italic> Plasmid pI258 comprising the thioredoxin (Trx)-coupled enzymes (<xref ref-type="bibr" rid="ref52">Ji et al., 1994</xref>; <xref ref-type="bibr" rid="ref94">Oden et al., 1994</xref>; <xref ref-type="bibr" rid="ref114">Shi et al., 1999</xref>; <xref ref-type="bibr" rid="ref80">Messens et al., 2002a</xref>; <xref ref-type="bibr" rid="ref82">Messens and Silver, 2006</xref>) and the final class belongs to eukaryotic organisms, encompassing the ACR2p from <italic>Saccharomyces cerevisiae</italic> (<xref ref-type="bibr" rid="ref85">Mukhopadhyay and Rosen, 1998</xref>; <xref ref-type="bibr" rid="ref87">Mukhopadhyay et al., 2000</xref>). A sequence analysis of the different protein sequence, shows that the three arsenate reductases from <italic>D. indicus, Di</italic>ArsC1, <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC3 belong to three branches (<xref rid="fig8" ref-type="fig">Figure 8</xref>). Interestingly, <italic>Di</italic>ArsC1 and <italic>Dr</italic>ArsC1 branch closely to the <italic>E. coli</italic> ArsC from the Grx-linked prokaryotic family (<xref rid="fig8" ref-type="fig">Figure 8</xref>; <xref ref-type="bibr" rid="ref41">Gladysheva et al., 1994</xref>; <xref ref-type="bibr" rid="ref105">Rosen, 1999</xref>). <italic>Di</italic>ArsC3 and <italic>Dr</italic>ArsC2 branch closely to <italic>Thermus thermophilus</italic> ArsC that belongs to the Trx-linked prokaryotic ArsC reductases family. <italic>Di</italic>ArsC2 branch closely to <italic>Desulfovibrio alaskensis</italic> G20 ArsC3 (<xref ref-type="bibr" rid="ref92">Nunes et al., 2014</xref>), which are in the main branch with <italic>S. aureus</italic> pI258 ArsC (<xref ref-type="bibr" rid="ref52">Ji et al., 1994</xref>; <xref ref-type="bibr" rid="ref105">Rosen, 1999</xref>; <xref rid="fig8" ref-type="fig">Figure 8</xref>). Since <italic>Di</italic>ArsC2 did not cluster together with any of <italic>D. radiodurans</italic> ArsCs, we decided to further unveil the structural mechanism for arsenate detoxification.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Phylogenetic tree of the three families of cytosolic arsenate reductases. Accession numbers for the amino acid sequences are: <italic>B. subtilis</italic> (P45947), <italic>Corynebacterium glutamicum</italic> (Q8NQC6), <italic>D. indicus</italic> ArsC1 (GHG23001.1), <italic>D. indicus</italic> ArsC2 (WP_088246862.1), <italic>D. indicus</italic> ArsC3 (WP_191300003.1), <italic>D. radiodurans</italic> ArsC1 (UDK99340.1), <italic>D. radiodurans</italic> ArsC2 (ANC72982.1), <italic>Desulfovibrio alaskensis G20</italic> (WP_011368603.1), <italic>E. coli</italic> R773 (P08692.1), <italic>Saccharomyces cerevisiae</italic> S288C Arr2P (DAA11614.1) <italic>S. aureus</italic> pl258 (P0A006), <italic>Synechocystis</italic> sp. PCC 6803 (P74313),<italic>Thermus thermophilus</italic> HB27 (AAS81844.1) and <italic>Vibrio cholerae</italic> (Q9KQ39). The three <italic>D. indicus</italic> ArsC and two <italic>D. radiodurans</italic> ArsC are shown in red and blue, respectively.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g008.tif"/>
</fig>
</sec>
<sec id="sec20">
<title><italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As structural insights</title>
<p>The crystal structures of <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As were determined and refined at resolutions of 1.65 and 1.50&#x2009;&#x00C5;, respectively. The space group of both crystal structures is <italic>P</italic>2<sub>1</sub>, presenting two molecules in the asymmetric unit. <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As structures were refined to final <italic>R</italic><sub>factor</sub>/<italic>R</italic><sub>free</sub> values of 0.224/0.254 and 0.152/0.172, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). The superposition of both chains based on the secondary structure matching algorithm yields a root-mean-square deviation (r.m.s.d.) of 0.6&#x2009;&#x00C5; between the superimposed C<sup>&#x03B1;</sup> carbon atoms and 127 aligned amino acid residues. The largest deviations are in a loop region between residues 88&#x2013;100 that presents high flexibility and for <italic>Di</italic>ArsC2 it lacks electron density for this region (<xref rid="fig9" ref-type="fig">Figures 9A</xref>,<xref rid="fig9" ref-type="fig">B</xref>). In fact, in <italic>Di</italic>ArsC2 it was not possible to build the protein chain between the residues 89&#x2013;96 for Chain A and 89&#x2013;93 for Chain B (<xref rid="fig9" ref-type="fig">Figure 9B</xref>). Thus, the structural analysis for both structures were performed with Chain B. Ensemble refinements (<xref ref-type="bibr" rid="ref17">Burnley et al., 2012</xref>) were performed for <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As (leading to <italic>R</italic><sub>factor</sub>/<italic>R</italic><sub>free</sub> values of 0.221/0.255 and 0.160/0.177 respectively) where the most flexible regions were residues 31&#x2013;36 and the loop 86&#x2013;97 that contains the two conserved cysteines (Cys87 and Cys94) involved in As(V) reduction (<xref rid="fig9" ref-type="fig">Figures 9C</xref>, <xref rid="fig10" ref-type="fig">10</xref>). The loop that contains the conserved catalytic Cys15 does not show a high degree of structural flexibility between the two structures here presented.</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>X-ray crystal structure of <italic>D. indicus</italic> arsenate reductase ArsC2. <bold>(A)</bold> Cartoon representation of the <italic>Di</italic>ArsC2-As, rainbow colored from blue (N-terminal) to red (C-terminal). <bold>(B)</bold> Superposition of the <italic>Di</italic>ArsC2-As (red) with the <italic>Di</italic>ArsC2 (blue) monomers. <bold>(C)</bold> C<sup>&#x03B1;</sup> tube representation of the <italic>Di</italic>ArsC2-As monomer from the Ensemble refinement calculations.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g009.tif"/>
</fig>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Amino acid sequence alignment of the <italic>D. indicus</italic> arsenate reductase ArsC2 with the Trx-linked family ArsC. The percentage identity of the ArsC of Trx-linked family with <italic>D. indicus</italic> ArsC2 (WP_088246862.1) is showed below. <italic>B. subtilis</italic> (34%, P45947); <italic>S. aureus</italic> pl258 (29%, P0A006); <italic>Synechocystis</italic> sp. PCC 6803 (27%, P74313); <italic>D. desulfuricans</italic> IC1 (26%, QCC86315.1); <italic>C. glutamicum</italic> (19%, Q8NQC6); <italic>T. thermophilus</italic> HB27 (28%, AAS81844.1); <italic>D. indicus</italic> ArsC3 (30%, WP_191300003.1); <italic>D. radiodurans</italic> ArsC2 (31%, ANC72982.1). <italic>Di</italic>ArsC2 secondary structure is shown above the alignment, and is indicated as &#x03B1;-helices and &#x03B2;-chains based on the output from PROCHECK (<xref ref-type="bibr" rid="ref69">Laskowski et al., 1993</xref>). The three cysteine residues are marked with a red &#x002A;. Amino acid residues that are part of the phosphate-binding loop are marked with a blue line. Strictly conserved amino acids represented as black boxes, whereas gray boxes represent the mostly conserved residues among the selected sequences.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g010.tif"/>
</fig>
<p><italic>Di</italic>ArsC2 structures are composed of an &#x03B1;/&#x03B2; domain and four parallel &#x03B2;-strands which are flanked by three helices and two small helices (<xref rid="fig10" ref-type="fig">Figures 10</xref>, <xref rid="fig11" ref-type="fig">11</xref>). These crystal structures are similar to the arsenate reductases from <italic>B. subtilis</italic> (<xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>), (PDB 1JL3) and <italic>S. aureus</italic>, (PDB 1LJL) (<xref ref-type="bibr" rid="ref81">Messens et al., 2002b</xref>). The crystal structures of <italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC2-As presented an r.m.s.d. value of 1.3&#x2009;&#x00C5; with 127 aligned amino acid residues with the arsenate reductases from <italic>B. subtilis</italic> (<xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>) (PDB 1JL3). The arsenate reductase from <italic>S. aureus</italic>, (PDB 1LJL) presents an r.m.s.d. value of 1.0&#x2009;&#x00C5; and 119 aligned amino acid residues with <italic>Di</italic>ArsC2 and an r.m.s.d. value of 1.2&#x2009;&#x00C5; and 121 aligned amino acid residues with <italic>Di</italic>ArsC2-As.</p>
<fig position="float" id="fig11">
<label>Figure 11</label>
<caption>
<p>Arsenate catalytic site of <italic>D. indicus</italic> ArsC2. <bold>(A)</bold> Electrostatic potential mapped on the molecular surface of the pocket where arsenate enters, calculated by APBS (<xref ref-type="bibr" rid="ref7">Baker et al., 2001</xref>; <xref ref-type="bibr" rid="ref33">Dolinsky et al., 2004</xref>) integrated in the PYMOL (<xref ref-type="bibr" rid="ref32">Delano, 2022</xref>). <bold>(B)</bold> <italic>Di</italic>ArsC2&#x2013;As and <bold>(C)</bold> <italic>Di</italic>ArsC2 catalytic centers. In all the panels structures are shown in cartoon representation, with selected amino acid residues and arsenate drawn as sticks. In <bold>(B,C)</bold>, the final &#x03C3;<sub>A</sub>-weighted 2|F<sub>o</sub>|&#x2013;|F<sub>c</sub>| electron density map is represented at the 2 &#x03C3; and 1 &#x03C3; contour levels, respectively around the cysteine residues and the arsenate ligand. In <bold>(A&#x2013;C)</bold> carbons are colored in gray, blue and red, respectively; nitrogen in dark blue, oxygen in red, sulfur in yellow, and arsenic in purple. Two water molecules W1 and W2 are represented as small red spheres. Black dashes represent the hydrogen bond interaction with neighboring atoms to the arsenate and the water molecules.</p>
</caption>
<graphic xlink:href="fmicb-14-1240798-g011.tif"/>
</fig>
<p>The reduction mechanism of arsenate involves three cysteines, Cys15, Cys87, and Cys94. In the case of the <italic>Di</italic>ArsC2-As structure, a disulfide bridge between Cys87 and Cys94 is formed. Although the protein was co-crystallized in the presence of arsenate (AsO<sub>4</sub><sup>3&#x2212;</sup>), the density observed close to the catalytic Cys15 suggests the presence of AsHO<sub>3</sub><sup>2&#x2212;</sup>. This molecule is located in a positively charged pocket and establishes a network of hydrogen bonds with the main-chain nitrogen atoms of residues G<sub>17</sub>NTARS<sub>22</sub>, Thr16 and Ser22 hydroxyl and Arg21<sup>N&#x03B5;</sup> groups, as well as water molecules (<xref rid="fig11" ref-type="fig">Figures 11A</xref>,<xref rid="fig11" ref-type="fig">B</xref>). Cysteine 15 is part of a well-known phosphate-binding loop (motif, CX<sub>5</sub>R) of LMW PTPases which is conserved in the Trx-linked ArsC family (<xref rid="fig10" ref-type="fig">Figure 10</xref>; <xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>). In the native structure, there is no species present in this pocket, and all the residues in the phosphate binding loop G<sub>17</sub>NTARS<sub>22</sub>, are in a similar position as in the Arsenate-bound structure. Although no electron density was observed for the region 89&#x2013;93 (Chain B), weak density for Cys94 was obtained (<xref rid="fig11" ref-type="fig">Figure 11C</xref>). Cys15 and Cys87 are involved in the reduction of As(V) to As(III), and in <italic>Di</italic>ArsC2 structure both residues were refined with a double side-chain conformation, suggesting the presence of a mixed state (<xref rid="fig11" ref-type="fig">Figure 11C</xref>).</p>
</sec>
</sec>
<sec sec-type="discussions" id="sec21">
<title>Discussion</title>
<p><italic>Deinococcus</italic> genus is ubiquitously present in nature and is able to tolerate high levels of radiation insults (<xref ref-type="bibr" rid="ref54">Jin et al., 2019</xref>). <italic>D. indicus</italic> is a Gram-negative and arsenic resistant bacterium that presents a rod-shaped morphology in contrast to most <italic>Deinococcus</italic> sp. including <italic>D. radiodurans</italic> that present a coccus morphology (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>). It is known that arsenic induces oxidative stress in both eukaryotic and prokaryotic organisms (<xref ref-type="bibr" rid="ref46">Huang et al., 2010</xref>; <xref ref-type="bibr" rid="ref26">Ciprandi et al., 2012</xref>; <xref ref-type="bibr" rid="ref9">Belfiore et al., 2013</xref>; <xref ref-type="bibr" rid="ref5">Andres and Bertin, 2016</xref>; <xref ref-type="bibr" rid="ref113">Shah and Damare, 2018</xref>; <xref ref-type="bibr" rid="ref18">Castro-Severyn et al., 2019</xref>; <xref ref-type="bibr" rid="ref45">Hu et al., 2020</xref>; <xref ref-type="bibr" rid="ref29">De Francisco et al., 2021</xref>). Here, we report an extensive characterization of <italic>D. indicus</italic> resistance to oxidative stress, UV-C and arsenate. Oxidative stress analysis revealed that different culture conditions promote dissimilar responses to oxidative stress agents, and <italic>D. indicus</italic> presents a higher resistance to MV when grown in M53 than in TGY, while the same resistance pattern is observed in both media when exposing the cells to H<sub>2</sub>O<sub>2</sub>. Interestingly, <italic>D. indicus</italic> cells are more resistant to H<sub>2</sub>O<sub>2</sub> than to MV. In bacteria, an increase in the expression of superoxide dismutase (SOD) and catalases has been observed upon exposure to arsenic (<xref ref-type="bibr" rid="ref134">Weiss et al., 2009</xref>; <xref ref-type="bibr" rid="ref26">Ciprandi et al., 2012</xref>; <xref ref-type="bibr" rid="ref9">Belfiore et al., 2013</xref>; <xref ref-type="bibr" rid="ref5">Andres and Bertin, 2016</xref>; <xref ref-type="bibr" rid="ref113">Shah and Damare, 2018</xref>). It is predicted that <italic>D. indicus</italic> has two superoxide dismutases (SOD), a MnSOD (accession number: GHG29236.1) a Cu/Zn SOD (accession number GHG15276.1) and one catalase (accession number: GHG14730.1). Moreover, both the superoxide anion and H<sub>2</sub>O<sub>2</sub> can damage proteins containing iron sulfur clusters with the release of Fe<sup>2+</sup> that can react with hydrogen peroxide, leading to the formation of hydroxyl radicals by the Fenton reaction (<xref ref-type="bibr" rid="ref64">Koppenol, 1993</xref>; <xref ref-type="bibr" rid="ref129">Valentine et al., 1998</xref>; <xref ref-type="bibr" rid="ref60">Kehrer, 2000</xref>; <xref ref-type="bibr" rid="ref61">Kohen and Nyska, 2002</xref>). <italic>D. indicus</italic> also possesses one DNA-binding protein under starved conditions, Dps (accession number: GHG25447.1). <italic>D. radiodurans</italic> Dps proteins are known to sequester iron and manganese (<xref ref-type="bibr" rid="ref48">Ishikawa et al., 2003</xref>; <xref ref-type="bibr" rid="ref108">Santos et al., 2015</xref>). <italic>D. indicus</italic> Dps presents high identity (75.5%) with <italic>Dr</italic>Dps1 which is known to utilize hydrogen peroxide for the oxidation of Fe<sup>2+</sup> to Fe<sup>3+</sup>(<xref ref-type="bibr" rid="ref108">Santos et al., 2015</xref>). In addition, it has been previously reported that <italic>D. radiodurans</italic> protein extracts present a higher ROS scavenging ability than in <italic>E. coli</italic>, namely 30 fold-higher for H<sub>2</sub>O<sub>2</sub> and 6 fold higher for O<sub>2</sub><sup>.-</sup> (<xref ref-type="bibr" rid="ref125">Tian et al., 2004</xref>).</p>
<p>So far, there is no information regarding UV-C resistance of <italic>D. indicus.</italic> In fact, <italic>D. indicus</italic> was screened for UV-B when first isolated by Suresh and co-workers, presenting 2&#x2013;4% survival at 50000&#x2009;J/m<sup>2</sup> in nutrient broth media (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>). Here, we showed that UV-C resistance in <italic>D. indicus</italic> is media-dependent: cells grown in M53 require a dose of 809&#x2009;&#x00B1;&#x2009;66&#x2009;J/m<sup>2</sup> to eliminate 90% of cells, while cells grown in TGY required a lower dose of 619&#x2009;&#x00B1;&#x2009;82&#x2009;J/m<sup>2</sup>.</p>
<p>Moreover, <italic>D. indicus</italic> cells grown in M53 were also more resistant than the ones in TGY when subjected to MV. Interestingly, it has been previously reported that <italic>D. radiodurans</italic> response to UV-C exposure is also media-dependent (<xref ref-type="bibr" rid="ref24">Chen et al., 2023</xref>). We can postulate that this media dependent response to MV and UV-C could indicate similar resistance mechanisms are in place and they act in a media dependent way, however the molecular mechanisms involved need to be further investigated.</p>
<p>Previously, it was demonstrated that <italic>D. indicus</italic> Wt/1aT can survive to 10&#x2009;mM of arsenate As(V) (<xref ref-type="bibr" rid="ref119">Suresh et al., 2004</xref>). To further extend arsenic resistance characterization, herein we showed that <italic>D. indicus</italic> is able to reach control conditions in the presence of 25&#x2009;mM of As(V). Interestingly, in M53 medium and in the presence of 10&#x2009;mM and 25&#x2009;mM of arsenate, cells presented higher OD<sub>600</sub> compared to control conditions, while the same behavior was not observed in TGY. This could be due to higher resistance to oxidative stress conditions, or perhaps other transcripts are modulated when cells are grown in M53. Moreover, an extended lag phase in the presence of 25&#x2009;mM of arsenate before resuming normal growth was observed in both media although it was more pronounce when the cells were grown in TGY. This is a fairly common effect, for instance, methyl-mercury acetate causes an extended lag-phase on <italic>Rhodopseudomonas capsulata</italic> before resumption of normal growth (<xref ref-type="bibr" rid="ref91">Nielsen and Sojka, 1979</xref>; <xref ref-type="bibr" rid="ref16">Brochiero et al., 1984</xref>; <xref ref-type="bibr" rid="ref49">Jaiganesh et al., 2012</xref>; <xref ref-type="bibr" rid="ref3">Aljerf and AlMasri, 2018</xref>). In <italic>E. coli</italic>, cadmium quantum dots caused a longer lag-phase until normal proliferation was restored (<xref ref-type="bibr" rid="ref49">Jaiganesh et al., 2012</xref>). Moreover, <italic>D. indicus</italic> growth was suppressed by the presence of 50&#x2009;mM of As(V). However, upon As(V) removal, <italic>D. indicus</italic> was able to restore normal growth conditions. In this case, an extended lag-phase similar to post-antibiotic effect (PAE) noted on antibiotic applications was also observed (<xref ref-type="bibr" rid="ref136">Zhanel et al., 1991</xref>; <xref ref-type="bibr" rid="ref71">Li et al., 2016</xref>; <xref ref-type="bibr" rid="ref117">Srimani et al., 2017</xref>). PAE is characterized as the time period after total removal of antibiotic during which no growth is observed. Our data for arsenic resistance is consistent with that for <italic>D. indicus</italic> strain DR1 isolated from the wetlands of Dadri, Uttar Pradesh, India (<xref ref-type="bibr" rid="ref22">Chauhan et al., 2017</xref>, <xref ref-type="bibr" rid="ref20">2019a</xref>). Regarding <italic>D. radiodurans,</italic> no lag phase was observed upon exposure to 0.5 and 1&#x2009;mM of As(V), even though cell growth was compromised. No differences were observed between media cultures in <italic>D. radiodurans</italic> and the same pattern was verified by exposing the cells to As(V) in a solid matrix. In contrast, <italic>D. indicus</italic> is able to survive up to 1&#x2009;M of As(V) in solid matrix.</p>
<p>Since <italic>D. indicus</italic> presents higher resistance to MV, UV-C and a faster response and growth in M53 when submitted to As(V), a STEM-EDX analysis was performed. Here we reported for the first time the presence of polyphosphate-like granules (pPLGs) in <italic>D. indicus.</italic> Moreover, more than 30% of the cells contained no granules while a few cells contained up to 8 granules. This high heterogeneity reveals high plasticity in PolyP granules of <italic>D. indicus</italic> cells, and could indicate that cells adopt specific roles in the community, specializing in PolyP storage to gain an advantage upon environmental changes. pPLGs are also known to be involved in heavy-metal detoxification (<xref ref-type="bibr" rid="ref97">Pan-Hou et al., 2001</xref>, <xref ref-type="bibr" rid="ref98">2002</xref>; <xref ref-type="bibr" rid="ref4">Alvarez and Jerez, 2004</xref>; <xref ref-type="bibr" rid="ref107">Ruiz et al., 2011</xref>; <xref ref-type="bibr" rid="ref95">Orell et al., 2012</xref>; <xref ref-type="bibr" rid="ref51">Jasso-Ch&#x00E1;vez et al., 2019</xref>; <xref ref-type="bibr" rid="ref109">Sanz-Luque et al., 2020</xref>). In <italic>Anabaena cylindrica</italic> a higher accumulation of aluminum was observed on cells exhibiting pPLGs that were grown in a phosphate-rich medium (<xref ref-type="bibr" rid="ref6">Annette et al., 1985</xref>). It is known that polyphosphate kinases (PPKs) are involved in the formation of inorganic polyphosphate (polyP) and pPLGs (<xref ref-type="bibr" rid="ref65">Kornberg, 1999</xref>). In <italic>E. coli,</italic> higher resistance to Hg<sup>2+</sup> was observed after the introduction of <italic>ppk</italic> into the <italic>merA</italic>-deleted <italic>mer</italic> operon (<xref ref-type="bibr" rid="ref97">Pan-Hou et al., 2001</xref>, <xref ref-type="bibr" rid="ref98">2002</xref>). Moreover, it was proposed that polyP was involved in conversion of Hg<sup>2+</sup> to a less toxic molecule via chelation mechanisms (<xref ref-type="bibr" rid="ref97">Pan-Hou et al., 2001</xref>, <xref ref-type="bibr" rid="ref98">2002</xref>). Nevertheless, further analysis of <italic>D. indicus</italic> ability to utilize polyP for arsenic detoxification is required, especially since <italic>D. radiodurans</italic> also presents pPLGs and is sensitive to arsenic. It would be vital to understand if <italic>D. indicus</italic> pPLGs aid on the detoxification of arsenic either being directly involved or indirectly.</p>
<p>In order to complement our studies and to further understand the resistance to arsenate by <italic>D. indicus</italic> the arsenate reductase <italic>DiArsC2</italic> was chosen since it did not cluster with any of <italic>ArsC</italic> from <italic>D. radiodurans.</italic> Thus, we undertook the structural studies of <italic>Di</italic>ArsC2 and we were able to crystallize two different forms of the enzyme: native (<italic>Di</italic>ArsC2) and bound to arsenite (<italic>Di</italic>ArsC2-As). The crystal structures present high similarities with the <italic>B. subtillis</italic> ArsC that belongs to the Trx-linked family (<xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>). Based on the conservation of the 3 cysteines (Cys15, Cys87, and Cys94) (<xref rid="fig10" ref-type="fig">Figure 10</xref>) and structural analysis (<xref rid="fig9" ref-type="fig">Figures 9</xref>, <xref rid="fig11" ref-type="fig">11</xref>), we infer the As(V) mechanism of reduction is identical to the one proposed for <italic>B. subtillis,</italic> i.e., a triple redox system (<xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>). The <italic>Di</italic>Arsc2-As structure represents the final stage, where Cys15 is bound to As(III), however the ligand cannot be released since Cys87 forms a disulfide bridge with Cys94 (<xref rid="fig11" ref-type="fig">Figure 11</xref>). Moreover, the arsenate is located in a positive-charged pocket which is accessible from the external environment. Since in our <italic>Di</italic>ArsC2 structure the disulfide bridge between these two residues is not formed (at least in chain B, where density is observed) this could indicate that an As(V) reduction event already took place in the <italic>Di</italic>ArsC2-As structure, leading to the formation of the Cys87 &#x2013; Cys94 disulfide bridge (<xref rid="fig11" ref-type="fig">Figure 11</xref>). The lack of mobility of the PTPase loop (where Cys15 is located) together with the high flexibility of the loop that contains Cys87 and Cys94 suggests that Cys87 is the residue responsible for the release of As(III) bound to the Cys15 (<xref rid="fig9" ref-type="fig">Figure 9</xref>). In fact this loop is readily accessible by the thioredoxin reductase system to reduce the Cys87 &#x2013; Cys94 disulfide bridge and allow a new As(V) reduction cycle to occur (<xref ref-type="bibr" rid="ref79">Messens et al., 1999</xref>; <xref ref-type="bibr" rid="ref10">Bennett et al., 2001</xref>). It would be interesting to assess whether the presence of Cys87 in the <italic>Di</italic>ArsC2 structure is essential for the ligation of As(V). Moreover, the mutation of Cys87 could allow <italic>Di</italic>ArsC2 to be used has a tool for of As(V) removal by inhibiting the release of As(III).</p>
</sec>
<sec sec-type="conclusions" id="sec22">
<title>Conclusion</title>
<p>Arsenic contamination severely damages ecosystems and compromises the integrity of water resources essential for human life. <italic>D. indicus</italic> is an arsenic resistant organism belonging to Deinococcaceae family that present high resistant to UV radiation. Here we performed a characterization of stress resistance of <italic>D. indicus</italic> and provide insights toward exploiting <italic>D. indicus</italic> as a tool for bioremediation. <italic>D. indicus</italic> exhibited a media-dependent response upon exposure to UV-C and MV, and demonstrated higher resistance in M53 compared to TGY. Moreover, cells grown in M53 upon exposure to 25&#x2009;mM As(V) exhibited higher growth (OD<sub>600</sub>). This may indicate that optimization of culture conditions could lead to a higher resistance to cellular insults including arsenic stress. Using STEM-EDX we were able to detect the presence of polyphosphate granules <italic>in D. indicus</italic>. Nevertheless, more studies are required to infer the potential utilization as a path for the detoxification process via arsenic bioaccumulation. Additionally, the <italic>D. indicus ars</italic> operon contains two arsenate reductases (<italic>Di</italic>ArsC2 and <italic>Di</italic>ArsC3). The <italic>Di</italic>ArsC2 structure revealed detailed insights into the molecular mechanism of the arsenate reduction, in which As(V) is converted to As(III) and remains bound to Cys15. These findings, contribute to the knowledge to apply <italic>D. indicus</italic> in bioremediation of arsenic either by following a cell-based approach or at the protein level using <italic>Di</italic>ArsC has a tool to remove As(V).</p>
</sec>
<sec sec-type="data-availability" id="sec23">
<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="sec24">
<title>Author contributions</title>
<p>AG and CR: conceptualization and experimental design. AG, BS, WA, SW, ME, PM, and CR: methodology. CR, AG, SW, ME, and PK: STEM experiments. CR, AG, SW, OG, and DR: software, granules analysis, and data curation. WA and AG: SEM experiments. AG, BS, CR, and PM: protein purification and structure determination. AG and CR: UV-C, oxidative, and As(V) experiments. AG and CR analyzed the data and wrote the manuscript. CR: investigation, supervision, and project administration. AG, BS, DR, WA, PK, OG, SW, ME, PM, and CR: review and editing the manuscript. CR, SW, and ME: funding acquisition. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>This study was financially supported by the Portuguese Funda&#x00E7;&#x00E3;o para a Ci&#x00EA;ncia e Tecnologia (FCT), grants PTDC/BIA-BQM/31317/2017, Project MOSTMICRO-ITQB with references UIDB/04612/2020 and UIDP/04612/2020, and LS4FUTURE Associated Laboratory (LA/P/0087/2020). This project has received funding from the European Union&#x2019;s Horizon 2020 research and innovation program under grant agreement No. 857203. AG and BS are recipients of FCT grants SFRH/BD/06723/2020 and SFRH/BD/08066/2020, respectively. CR is recipient of FCT Institutional CEEC. Cryo-electron microscopy studies received partial support from the Weizmann Institute of Science (The Irving and Cherna Moskowitz Center for Nano and BioNano Imaging), and from the European Union (ERC-AdV grant, CryoSTEM, 101055413 to ME). This work benefited from access to the Weizmann Institute Electron Microscopy Unit, an Instruct-ERIC centre through the Access proposal PID: 19879.</p>
</sec>
<sec sec-type="COI-statement" id="sec100">
<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 id="sec101" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>We would like to acknowledge the ALBA Synchrotron Light Facility with the collaboration of ALBA staff for the data collection of <italic>Di</italic>ArsC2 structures performed at BL13-XALOC beamline. The image analysis was made available thanks to the de Picciotto Cancer Cell Observatory In Memory of Wolfgang and Ruth Lesser of the MICC Life Sciences Core Facilities Weizmann Institute of Science Israel. Teresa Silva and Cristina Tim&#x00F3;teo from the Microbial Cell Production and Protein Purification and Characterization Research facilities at ITQB-NOVA are acknowledged for providing the competent cells of <italic>Escherichia coli</italic> strains and to purify TEV protease.</p>
</ack>
<sec sec-type="supplementary-material" id="sec26">
<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.2023.1240798/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1240798/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_3.DOCX" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<supplementary-material xlink:href="Image_2.TIFF" id="SM5" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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