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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.2023.1110084</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>Hydrogen peroxide treatment induces the transposition of an insertion sequence in <italic>Deinococcus radiopugnans</italic> DY59</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name>
<surname>Shin</surname>
<given-names>Eunjung</given-names>
</name><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2137595/overview"/>
</contrib>
<contrib contrib-type="author"><name>
<surname>Noh</surname>
<given-names>Hee Seong</given-names>
</name><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2138364/overview"/>
</contrib>
<contrib contrib-type="author"><name>
<surname>Ye</surname>
<given-names>Qianying</given-names>
</name><xref rid="fn0002" ref-type="author-notes"><sup>&#x2021;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes"><name>
<surname>Lee</surname>
<given-names>Sung-Jae</given-names>
</name><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/969534/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Biology, Kyung Hee University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn id="fn0003" fn-type="edited-by">
<p>Edited by: Sudhir K. Shukla, Bhabha Atomic Research Center (BARC), India</p>
</fn>
<fn id="fn0004" fn-type="edited-by">
<p>Reviewed by: Arjan De Groot, Commissariat &#x00E0; l'Energie Atomique et aux Energies Alternatives (CEA), France; Subba Rao Toleti, Sai University, India</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Sung-Jae Lee, <email>sungjaelee@khu.ac.kr</email></corresp>
<fn id="fn0001" fn-type="equal">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work</p>
</fn>
<fn id="fn0002" fn-type="present-address">
<p><sup>&#x2021;</sup>Present address: Qianying Ye, Department of Biomedical science and technology, Kyung Hee University, Seoul, Republic of Korea</p>
</fn>
<fn id="fn0005" fn-type="other">
<p>This article was submitted to Extreme Microbiology, a section of the journal Frontiers in Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1110084</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Shin, Noh, Ye and Lee.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Shin, Noh, Ye and Lee</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><italic>Deinococcus radiopugnans</italic> DY59 (formerly <italic>Deinococcus swuensis</italic> DY59) is a radiation-resistant bacterium isolated from soil. From the 3.5&#x2009;Mb genomic DNA sequence of strain DY59 (December 2014), 31 insertion sequence (IS) elements of six IS families including IS<italic>1</italic>, IS<italic>4</italic>, IS<italic>5</italic>, IS<italic>66</italic>, IS<italic>630</italic>, and IS<italic>701</italic> and five unclassified IS elements were detected. Upon induction of oxidative stress with 80 and 100&#x2009;mM H<sub>2</sub>O<sub>2</sub>, the unique ISs of the IS<italic>4</italic> family member were actively translocated into a carotenoid biosynthesis gene phytoene desaturase (QR90_10400), resulting in non-pigment phenotypic selection. Therefore, these active transpositions of a specific IS family member were induced by oxidative stress at 80 and 100&#x2009;mM H<sub>2</sub>O<sub>2</sub>. Furthermore, <italic>D. radiopugnans</italic> DY59 exhibited extremely higher MIC values against H<sub>2</sub>O<sub>2</sub> treatment. To explain this phenomenon, qRT-PCR was conducted to assess the expression levels of catalase and three LysR family regulators. Our findings indicated that the IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic> elements of the IS<italic>4</italic> family were actively transposed into the phytoene desaturase gene by H<sub>2</sub>O<sub>2</sub> treatment <italic>via</italic> replicative transposition. However, high H<sub>2</sub>O<sub>2</sub> resistance did not originate from H<sub>2</sub>O<sub>2</sub>-induced expression of catalase and LysR family regulators.</p>
</abstract>
<kwd-group>
<kwd><italic>Deinococcus radiopugnans</italic> DY59</kwd>
<kwd>genome plasticity</kwd>
<kwd>insertion sequences</kwd>
<kwd>oxidative stress</kwd>
<kwd>phenotypic selection</kwd>
<kwd>transposition</kwd>
</kwd-group>
<contract-num rid="cn1">2022R1A2C1010233</contract-num>
<contract-sponsor id="cn1">National Research Foundation of Korea (NRF)<named-content content-type="fundref-id">10.13039/501100003725</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="11"/>
<word-count count="7179"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Most species belonging to the genus <italic>Deinococcus</italic> exhibit extreme resistance to gamma irradiation, ultraviolet ray exposure, and desiccation, which makes them ideal model microorganisms for studying anti-oxidation mechanisms. Particularly, these models allow for the assessment of the specific DNA repair and redox-sensing regulation mechanisms of cells based on the functional roles of genus-specific proteins for DNA damage responses (<xref ref-type="bibr" rid="ref5">Daly, 2009</xref>; <xref ref-type="bibr" rid="ref31">Slade and Radman, 2011</xref>; <xref ref-type="bibr" rid="ref20">Luan et al., 2014</xref>; <xref ref-type="bibr" rid="ref19">Lim et al., 2019</xref>).</p>
<p><italic>Deinococcus swuensis</italic> DY59<sup>T</sup> was isolated by separating gamma-ray-resistant microorganisms from a soil sample obtained from the Deogyusan mountain (Jeonbuk Province, South Korea) at 1,500&#x2009;m altitude (<xref ref-type="bibr" rid="ref16">Lee et al., 2013</xref>). The soil was irradiated with 5&#x2009;kGy gamma rays using a cobalt-60 gamma irradiator. Strain DY59 exhibited survival rates of 21 and 1% when exposed to 5 and 10&#x2009;kGy of gamma radiation, respectively (<xref ref-type="bibr" rid="ref16">Lee et al., 2013</xref>). The DY59 cells were found to be aerobic, coccus-shaped, had little mobility, and formed pink colonies in Luria-Bertani agar plates. The published genome of DY59 consisted of a single chromosome of 3,531,443&#x2009;bp with a G&#x2009;+&#x2009;C content of 67.4%, which included 3,305 protein-encoding genes and 58 RNA genes (GenBank accession number GCA_000800395.1, December 2014; <xref ref-type="bibr" rid="ref12">Kim et al., 2015</xref>). Upon sequencing of the 16S rRNA gene, strain DY59<sup>T</sup> showed high sequence similarity (99%) with the <italic>Deinococcus radiopugnans</italic> type strain (ATCC19172) as well as to <italic>Deinococcus marmoris</italic> KACC12218<sup>T</sup> (97.9%), <italic>Deinococcus saxicola</italic> KACC12240<sup>T</sup> (97.0%), <italic>Deinococcus aerolatus</italic> KACC12745<sup>T</sup> (96.2%), and <italic>Deinococcus frigens</italic> KACC12220<sup>T</sup> (96.1%; <xref ref-type="bibr" rid="ref16">Lee et al., 2013</xref>; <xref ref-type="bibr" rid="ref12">Kim et al., 2015</xref>). Recently, <italic>D. swuensis</italic> DY59 was reclassified as <italic>Deinococcus radiopugnans</italic> following genome data analysis including average nucleotide and amino acid identity and digital DNA&#x2013;DNA hybridization on July 2021 (<xref ref-type="bibr" rid="ref13">Lakra et al., 2021</xref>).</p>
<p>Prokaryotic genomes exhibit the smallest transposable element insertion sequences (ISs). They have important roles in genomic evolution including the enhancement of gene inactivation and genome plasticity (<xref ref-type="bibr" rid="ref34">Touchon and Rocha, 2007</xref>; <xref ref-type="bibr" rid="ref28">Siguier et al., 2014</xref>, <xref ref-type="bibr" rid="ref29">2015</xref>). IS abundance is positively correlated with the frequency of horizontal gene transfer (HGT), genome size, pathogenicity, non-obligatory ecological associations, and human association (<xref ref-type="bibr" rid="ref34">Touchon and Rocha, 2007</xref>; <xref ref-type="bibr" rid="ref36">Vandecraen et al., 2017</xref>). Moreover, recent mobilome studies have characterized IS distribution at the genus level (<xref ref-type="bibr" rid="ref2">Blesa et al., 2019</xref>; <xref ref-type="bibr" rid="ref7">Fayad et al., 2019</xref>). IS elements are transferred between genomes through all classical mechanisms of HGT (<xref ref-type="bibr" rid="ref8">Frost et al., 2005</xref>). IS elements generally consist of one or two transposase ORFs and a terminal inverted repeat (TIR) sequence. Transposases are the most prevalent genes in nature. When IS element integrated into genomic DNA, the direct repeat (DR) sequences were produced generally. Unique and random DR sequences in border of IS elements indicated a specific and random sequence recognition and integration. Their mobile nature not only promotes the dissemination of transposable elements within and between genomes but also leads to mutations and rearrangements that can accelerate biological diversification and consequent evolution (<xref ref-type="bibr" rid="ref1">Aziz et al., 2010</xref>).</p>
<p>In the case of <italic>Deinococcus geothermalis</italic> (Dgeo), 73 full-length IS elements belonging to nine IS families were distributed across the different molecules of the genome including two mega plasmids. Several IS elements were actively transposed into other genome loci through the copy-and-paste mechanism of IS<italic>Dge5</italic>, IS<italic>Dge6</italic>, and IS<italic>Dge7</italic> members under hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>)-induced oxidative stress. Furthermore, we reported the occurrence of a colorless phenotype through the loss of carotenoid biosynthesis <italic>via</italic> IS transposition, which was supported by several lines of evidence (<xref ref-type="bibr" rid="ref33">Tian and Hua, 2010</xref>; <xref ref-type="bibr" rid="ref14">Lee et al., 2019</xref>, <xref ref-type="bibr" rid="ref15">2020</xref>; <xref ref-type="bibr" rid="ref38">Ye et al., 2021</xref>; <xref ref-type="bibr" rid="ref27">Shin et al., 2022</xref>). Research on the insertion sequence of bacteria can be conducted from a molecular evolution perspective, including cutting-edge mutagenesis using transposable elements to examine the plasticity of bacterial genomes induced by long-term culture or oxidative stress. It can also serve as a basic study of genome stability for the potential application of bioremediation in the genus <italic>Deinococcus</italic> species (<xref ref-type="bibr" rid="ref9">Gerber et al., 2015</xref>; <xref ref-type="bibr" rid="ref37">Wright et al., 2017</xref>; <xref ref-type="bibr" rid="ref4">Consuegra et al., 2021</xref>).</p>
<p>In this work, we describe that the genome of <italic>D. radiopugnans</italic> DY59 has a total of 36 IS elements with six IS families including five unclassified IS elements. Interestingly, strain DY59_IS elements have multiple copies of the IS<italic>66</italic>, IS<italic>630</italic>, IS<italic>701</italic>, IS<italic>4</italic>, and IS<italic>5</italic> families. Nevertheless, when strain DY59 was exposed to 5&#x2009;kGy of gamma irradiation, non-pigmented mutants were not observed (<xref ref-type="bibr" rid="ref39">Ye et al., 2022</xref>). Here, we evaluated the occurrence of active transposition induced by short-term oxidative stress conditions and its effects on the genomic plasticity in the radiation-resistant bacterium <italic>D. radiopugnans</italic> DY59. When oxidative stress was induced <italic>via</italic> hydrogen peroxide treatment with 80&#x2009;mM, the IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic> IS elements of the IS<italic>4</italic> family were transposed into a carotenoid synthesis gene encoding a phytoene dehydrogenase (QR90_10400), resulting in a non-pigment phenotype. Furthermore, strain DY59 exhibited a high minimum inhibitory concentration (MIC) of 300&#x2009;mM H<sub>2</sub>O<sub>2</sub>. Thus, the expression levels of catalase and LysR family members (i.e., its putative controlling regulators) were determined by qRT-PCR.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec3">
<title>Bacterial species and culture conditions</title>
<p><italic>Deinococcus radiopugnans</italic> DY59 was kindly provided by Dr. M. Kim at Seoul Women&#x2019;s University. This strain was deposited into the Korean Collection for Type Cultures (KCTC33033<sup>T</sup>). <italic>Deinococcus geothermalis</italic> DSM11300<sup>T</sup> and <italic>D. radiodurans</italic> R1 were used as a positive control for the active transposition of ISs. <italic>Deinococcus geothermalis</italic> and <italic>D. radiodurans</italic> R1 were cultured on TGY medium containing 1% tryptone, 0.5% yeast extract, and 0.1% glucose with 150&#x2009;rpm for broth culture at 48 and 30&#x00B0;C, respectively. Strain DY59 is known to grow well in R2A or LB medium. Therefore, the cells were cultured for 3&#x2013;4&#x2009;days at 30&#x00B0;C in R2A medium, whereas the cells in the TGY medium required only 2&#x2013;3&#x2009;days to grow. All downstream <italic>Deinococcus</italic> cultures were thus conducted using TGY culture medium.</p>
</sec>
<sec id="sec4">
<title>Selection and determination of active transposition</title>
<p><italic>Deinococcus radiopugnans</italic> DY59 cells were typically grown to a maximum optical density (OD<sub>600</sub>) for 2&#x2013;3&#x2009;days. When the culture reached an absorbance of 2.0 or 4.0 at OD<sub>600</sub> as measured by a UV&#x2013;VIS spectrophotometer, the cells were harvested by centrifugation at 3,000&#x2009;rpm and resuspended in a 0.9% NaCl solution to an OD<sub>600</sub> of 2.0 for exposure to H<sub>2</sub>O<sub>2</sub>.</p>
<p>Next, the cells were treated with final H<sub>2</sub>O<sub>2</sub> concentration ranges of 80 and 100&#x2009;mM/200 and 300 or 0&#x2009;mM as a control and continuously cultured for 1&#x2009;h at 30&#x00B0;C with 150&#x2009;rpm shaking. The samples were then directly diluted to 10<sup>&#x2212;4</sup>&#x2013;10<sup>&#x2212;5</sup> with 0.9% NaCl solution and 100&#x2009;&#x03BC;L of the cell suspensions were spread on TGY agar medium using sterilized glass beads. After discarding the glass beads, the TGY plates were incubated at 30&#x00B0;C for 2&#x2013;3&#x2009;days. Non-pigmented colonies were detected and cell culture dilutions were streaked on TGY agar plates for pure cultivation. Non-pigment forming frequency was calculated the ratio of number of non-pigment colony and CFU. We also evaluated whether hypochlorite and gamma irradiation induced the occurrence of IS transposition. Active transposition was detected <italic>via</italic> PCR amplification of four selected target genes related to carotenoid biosynthesis (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec5">
<title>Detection of IS elements from genome sequence and non-pigment mutants</title>
<p>The <italic>D. radiopugnans</italic> DY59 genome sequence was obtained from the NCBI database (GenBank accession number NZ_CP010028.1). IS elements were detected from the annotated transposase genes using protein profiling data obtained from the GenBank database. We first extracted sequences from upstream and downstream of a transposase (1&#x2009;kb region; 3&#x2009;kb total length). Then, terminal inverted repeat (TIR) sequences and direct repeat (DR) sequences were determined using DNA sequence alignment software such as BLAST, ClustalW, and BioEdit. All detected IS elements were sorted into IS family members. Unfortunately, the IS detection platform ISfinder (<ext-link xlink:href="https://isfinder.biotoul.fr" ext-link-type="uri">https://isfinder.biotoul.fr</ext-link>; <xref ref-type="bibr" rid="ref30">Siguier et al., 2006</xref>) still does not support the detection and classification of <italic>D. radiopugnans</italic> DY59 IS elements with calling ID as of September 2022. Therefore, we classified the IS ourselves based on IS structure analysis and nomenclature rules (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>).</p>
</sec>
<sec id="sec6">
<title>Assessment of various stressors and MIC of antibiotics</title>
<p>Afterward, 10&#x2009;ml of cultured cells till to an OD<sub>600</sub> of 2.0 and 4.0 were harvested, resuspended with 0.9% NaCl, and separately exposed for 1&#x2009;h to various H<sub>2</sub>O<sub>2</sub> concentrations or 100&#x2009;&#x03BC;g/mL sodium hypochlorite treatment or for in total 5&#x2009;kGy gamma-irradiation (160&#x2009;Gy/min). Then, to measure the cell viability using colony forming units, samples were diluted to a 10<sup>&#x2212;5</sup> ratio and spread on TGY agar plates. After 5&#x2009;kGy gamma-irradiation, DY59 strain was exhibited 0.5% viability comparing to non-radiation. The viability of hypochlorite treatment was not analytical determined. To measure the minimum inhibitory concentration (MIC) of antibiotics, the strain DY59 cells of 100&#x2009;&#x03BC;L on OD<sub>600</sub>&#x2009;=&#x2009;4.0 were spread on TGY agar plates, and the disk diffusion assay was conducted with different concentrations of 10&#x2009;&#x03BC;L antibiotic solutions, such as streptomycin, kanamycin, and ampicillin. The MIC values were determined based on the formation of a clear zone.</p>
</sec>
<sec id="sec7">
<title>qRT-PCR analysis of catalase and three LysR family members</title>
<p>Strain DY59 cells were harvested at OD<sub>600</sub> values of 2.0 and 4.0, resuspended to OD<sub>600</sub> of 2.0 in 5&#x2009;mL 0.9% NaCl, and then treated with 50&#x2013;150&#x2009;mM H<sub>2</sub>O<sub>2</sub> for 1&#x2009;h at 150&#x2009;rpm. After the H<sub>2</sub>O<sub>2</sub> challenge, the samples were centrifuged at 10,000&#x2009;rpm for 5&#x2009;min and washed once more with 0.9% NaCl. The supernatants were discarded and the pellets were stored at &#x2212;20&#x00B0;C. The cell wall was broken using phenol and DNA digestion was performed using DNase I. RNA was extracted using an RNA prep kit for RNA isolation (RNeasy mini purification kit; Qiagen, Germany). After measuring the extracted RNA concentration, the concentration was normalized to 1,000&#x2009;ng in an 8&#x2009;&#x03BC;L volume for all samples. cDNA synthesis was performed with a dNTP mixture and 6-mer random primers using the following protocol: 60&#x00B0;C for 5&#x2009;min, 4&#x00B0;C for 3&#x2009;min, 30&#x00B0;C for 10&#x2009;min, 42&#x00B0;C for 60&#x2009;min, and finally 95&#x00B0;C for 5&#x2009;min (PrimeScript&#x2122; first strand cDNA Synthesis Kit; TaKaRa, Japan). In the step at 4&#x00B0;C for 3&#x2009;min, 4&#x2009;&#x03BC;L 5&#x00D7; buffer, 4.5&#x2009;&#x03BC;L RNase free water, 1&#x2009;&#x03BC;L RTase, and 0.5&#x2009;&#x03BC;L RNase inhibitor were added. qRT-PCR analysis was performed using TB Green&#x00AE; Premix Ex Taq&#x2122; (TaKaRa, Japan) on a Bio-RAD RT-PCR model CFX96&#x2122; Optics Module (Bio-RAD, United States). The expression of catalase (QR90_06310) and three LysR family regulators (QR90_13110, QR90_14595, and QR90_15105) was normalized to that of GAPDH, a gene that is constitutively expressed throughout all growth phases. The related expression levels of both catalase and LysR genes were calculated as described in a previous study (<xref ref-type="bibr" rid="ref3">Choo et al., 2020</xref>). Differences between samples were determined <italic>via</italic> the Student&#x2019;s <italic>t</italic>-test using the Prism&#x2122; software (ver. 8.0). Differences were deemed statistically significant at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (<sup>&#x002A;</sup>) and <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<sup>&#x002A;&#x002A;</sup>). The primer sequences for qRT-PCR were shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>.</p>
</sec>
</sec>
<sec id="sec8" sec-type="results">
<title>Results</title>
<sec id="sec9">
<title>Physiological properties and genetic distribution of carotenoid biosynthesis</title>
<p>Generally, <italic>D. radiopugnans</italic> DY59 formed reddish-colored colonies after being cultured for 2&#x2013;3&#x2009;days on TGY medium at 30&#x00B0;C. The strain also exhibited a stronger viscosity compared to <italic>D. geothermalis</italic>. Here, we observed different MIC values, which were indicative of different levels of antibiotic resistance. The MIC of streptomycin was less than 25&#x2009;&#x03BC;g/mL, whereas those of ampicillin, kanamycin, and chloramphenicol were 30, 300, and 60&#x2009;&#x03BC;g/mlL, respectively (<xref rid="fig1" ref-type="fig">Figure 1A</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). Therefore, we conclude that strain DY59 displays a resistant phenotype to kanamycin and chloramphenicol, and a tolerant phenotype to streptomycin and ampicillin when compared to the typical working concentrations of antibiotics.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Minimum inhibitory concentration (MIC) measurement of kanamycin, streptomycin, and ampicillin <italic>via</italic> the disk diffusion method on <italic>D. radiopugnans</italic> DY59 <bold>(A)</bold> and viability assay under different concentrations of H<sub>2</sub>O<sub>2</sub> among Drad, <italic>D. radiodurans</italic>; Dgeo, <italic>D. geothermalis</italic>; Drpg, <italic>D. radiopugnans</italic> <bold>(B)</bold>. Three <italic>Deinococcus</italic> species were grown to OD<sub>600</sub> of 4.0, harvested, and resuspended by 0.9% NaCl to OD<sub>600</sub> of 2.0. H<sub>2</sub>O<sub>2</sub> treatment was performed on different final concentrations for 1&#x2009;h then, serially diluted and spotted on TGY medium.</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g001.tif"/>
</fig>
<p>Surprisingly, the results of our H<sub>2</sub>O<sub>2</sub> viability assays indicated that <italic>D. radiopugnans</italic> DY59 could form colonies after being exposed to H<sub>2</sub>O<sub>2</sub> concentrations of up to 600&#x2009;mM for 1&#x2009;h, which is two times higher than the resistance of two well-studied control strains of <italic>D. radiodurans</italic> and <italic>D. geothermalis</italic> (300&#x2009;mM H<sub>2</sub>O<sub>2</sub>; <xref rid="fig1" ref-type="fig">Figure 1B</xref>).</p>
<p>Genes related to carotenoid biosynthesis in genus <italic>Deinococcus</italic>, which were linked to the phenotypic reddish color of the colonies, were detected <italic>via</italic> KEGG pathway analysis and genome-wide genomics studies (<xref ref-type="bibr" rid="ref33">Tian and Hua, 2010</xref>; <xref ref-type="bibr" rid="ref19">Lim et al., 2019</xref>). We selected four genes that are involved in the carotenoid biosynthesis pathway, which were marked in a simplified pathway schematic (<xref rid="fig2" ref-type="fig">Figure 2</xref>). The selected four carotenoid biosynthesis genes of strain DY59 exhibited amino acid sequence similarity with more than 60% to <italic>D. geothermalis</italic> genes: QR90_03795, a phytoene synthase, is 69.4% similar to Dgeo_0523; QR90_10400, a phytoene dehydrogenase (desaturase), is 78.9% similar to Dgeo_0524; QR90_14380, a carotenoid hydratase, is 58.6% similar to Dgeo_2309; and QR90_14400, a FAD-dependent oxidoreductase, is 74.5% similar to Dgeo_2306 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Interestingly, some carotenoid biosynthesis-related genes of <italic>D. geothermalis</italic> were adjacently clustered in the genome, for examples <italic>crtB</italic>-<italic>crtI</italic> and <italic>cruC</italic>-<italic>cruD</italic>-<italic>cruF</italic>-<italic>crtO</italic>. In contrast, each carotenoid biosynthesis gene in <italic>D. radiopugnans</italic> was separated.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Simplified schematic of the carotenoid biosynthesis pathway in DY59 strain from KEGG carotenoid pathway analysis.</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g002.tif"/>
</fig>
</sec>
<sec id="sec10">
<title>Distribution of IS elements in the DY59 genome</title>
<p>From the NCBI genome sequence data (submitted at December 2014) and protein information of DY59 (<xref ref-type="bibr" rid="ref12">Kim et al., 2015</xref>), we first selected transposases and their genomic loci and defined full-length IS elements. The genome of strain DY59 contains six defined IS family members with DDE type transposase (Tpase) including IS<italic>1</italic>, IS<italic>4</italic>, IS<italic>5</italic>, IS<italic>66</italic>, IS<italic>630</italic>, and IS<italic>701</italic>, as well as five unclassified Tpases within a total of 36 ISs (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). In general, Tpase is a major component of IS elements and simplified schematics of the IS structures except for the IS<italic>1</italic> family member, which has only a partial fragment, are illustrated in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>.</p>
<p>The IS<italic>1</italic> family member is an IS element (QR90_RS04110) with a 119 aa-length Tpase. In general, the IS<italic>1</italic> family IS element is composed of two transposase-related open reading frames (ORFs) with the same transcriptional direction. Therefore, TIR and DR sequences for this IS region of the IS<italic>1</italic> family could not be easily determined because it was only a partial fragment.</p>
<p>The IS<italic>4</italic> family members had five copies in the genome. The IS elements including transposases were separated into two subtypes. QR90_RS09690, QR90_04660, and QR90_01215 have identical IS elements with a 320 aa-long transposase, a conserved TIR sequence (CTCTGTACCGGACAACT), and DR sequences of variable sequences with 9&#x2009;nt (&#x201C;GCCGTGATC,&#x201D; &#x201C;GTCACGCCC,&#x201D; and &#x201C;GAAAGCAAT,&#x201D; respectively). QR90_RS10860 and QR90_04150 possess another identical IS element with an identical transposase with 327 aa-length. Both IS elements have a conserved TIR sequence &#x201C;CTCGGTAGCTGACAACTTCA&#x201D; and DR sequences &#x201C;AGATTGAAC&#x201D; and &#x201C;CAGGGTCAG.&#x201D; Thus, these IS<italic>4</italic> family members were divided into the two subtypes IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic>, with their Tpase sequences having a 67.19% amino acid identity.</p>
<p>The IS<italic>5</italic> family members have four copies in the genome with two subtypes elements: QR90_RS06350 with a 277 aa-length Tpase and QR90_RS04355, QR90_RS07350, and QR90_06585 with 265 aa-length Tpase sequences. The three 265 amino acid-long transposase genes are highly similar, with similarity rates of 97.7&#x2013;100%. However, the Tpase of QR90_RS06350 with a 277 amino acid length exhibited a quite low similarity of 12&#x2013;12.8% to the 265 aa-length Tpase in the IS<italic>5</italic> family. Therefore, the IS<italic>5</italic> family members were separated into two subtypes: IS<italic>Drpg4</italic> and IS<italic>Drpg5</italic>. The TIR and DR sequences of three IS elements with a 265 aa length Tpase were &#x201C;AGGCTG&#x201D; and &#x201C;TAG,&#x201D; respectively. The TIR and DR sequences of QR90_RS06350 were &#x201C;ACCTCCTGCGAAAGTC&#x201D; and &#x201C;TAG,&#x201D; respectively. The structural schemes for the forward and reverse area of the Tpase are identical, with a 54 and 9&#x2009;nt distance, respectively. One interesting finding is that the loci of the IS<italic>5</italic> family IS elements are positioned close to the IS<italic>701</italic> family member, except for QR_ RS06350.</p>
<p>The IS<italic>66</italic> family IS elements have five copies in the DY59 genome: QR90_07275, QR90_RS09525, QR90_07340, QR90_11595, and QR90_09840, with a 472 aa-long Tpase named IS<italic>Drpg6</italic>. The IS elements have a conserved terminal inverted repeat (TIR) sequence &#x201C;GTCTGTGATTAGCGGTCG&#x201D; and 8&#x2009;nt variable direct repeat (DR) sequences (&#x201C;GATGGGGG,&#x201D; &#x201C;GGTGCAGG,&#x201D; &#x201C;ATGTCGTC,&#x201D; &#x201C;GGC GAGAG,&#x201D; and &#x201C;TATTTTTG&#x201D;).</p>
<p>The IS<italic>630</italic> family members were divided into the two subtypes IS<italic>Drpg7</italic> and IS<italic>Drpg8</italic>: QR90_RS17010 with a 181 aa-long Tpase, QR90_RS08750, QR90_RS17180, QR90_RS17220, QR90_RS17305, and QR90_RS17410 with a 187 aa-long Tpase. Although QR90_17010 and QR90_RS17410 exhibited different Tpase lengths, the amino acid sequence similarities were 100% identical, whereas the 187 aa-length Tpases exhibited sequence identities ranging from 92.8 to 98.9%. In contrast, the Tpase of QR90_RS08750 exhibited a 64.7&#x2013;67.9% identity when compared to the 187 aa-long Tpase. Thus, IS<italic>Drpg7</italic> included five IS elements except QR90_RS08750 for IS<italic>Drpg8</italic>. All of the examined IS<italic>630</italic> family members exhibited three-nucleotide DR sequences &#x201C;TGA/TAA/TCA&#x201D; and their TIR sequence was &#x201C;TACGGACTCCGATTAA.&#x201D;</p>
<p>The IS<italic>701</italic> family members included the 10 IS elements QR90_RS00720, QR90_04350, QR90_RS06590, QR90_05955, QR90_10425, QR90_RS17070, QR90_RS17080, QR90_RS17170, QR90_RS17235, and QR90_RS17395, with a 432 aa-length. Two distinct subtypes were identified according to Tpase identity: QR90_RS17070, QR90_RS17080, QR90_RS17170, QR90_RS17235, and QR90_RS17395 had a DNA sequence of 100% identity, whereas QR90_RS00720, QR90_04350, QR90_RS06590, QR90_05955, and QR90_10425 had a 99.5% identity. In contrast, the two subtypes exhibited only a 89.12% Tpase identity between each other. All IS<italic>701</italic> family members had a unique DR sequence (&#x201C;nTAG&#x201D;) and TIR sequence (&#x201C;CTGTACTTTG GGGATATTCA&#x201D;). Interestingly, the 3&#x2032; end of the TIR sequence of all IS<italic>701</italic> family members overlapped into the Tpase ORF.</p>
<p>In this study, we identified five unclassified IS members: QR90_08760 with a 270 aa-long Tpase; QR90_RS08625 with a 477 aa-long Tpase; QR90_08735 with a 434 aa-long Tpase; QR90_RS05950 with a 120 aa-long Tpase; and QR90_04880 with an 89 aa-long Tpase.</p>
<p>Next, the active transposition of IS elements was detected on non-pigment phenotypic selection under oxidative stress conditions induced by H<sub>2</sub>O<sub>2</sub> treatment in the present study.</p>
</sec>
<sec id="sec11">
<title>Detection of active transposition on carotenoid biosynthesis by oxidative stress</title>
<p>A total of 24 and one non-pigmented colonies were detected after low concentration (80 and 100&#x2009;mM) and high concentration (200 and 300&#x2009;mM) H<sub>2</sub>O<sub>2</sub> treatment for 1&#x2009;h, respectively. It seems that generation of non-pigmented mutants is less efficient with higher H<sub>2</sub>O<sub>2</sub> concentration.</p>
<p>In the high-concentration treatment, one is a complete non-pigmented strain (w3) and two isolates exhibited a pale reddish color on TGY plates (w1 and w2; <xref rid="fig3" ref-type="fig">Figure 3A</xref>). When carotenoid biosynthesis genes were amplified by PCR with the appropriate primers, the complete non-pigmented strain only exhibited an enlarged PCR product from QR90_10400, a phytoene desaturase (<xref rid="fig3" ref-type="fig">Figure 3B</xref>). However, other carotenoid biosynthesis genes were not affected. The IS<italic>Drpg3</italic> of the IS<italic>4</italic> family was integrated at the 275th nucleotide of QR90_10400 (<xref rid="fig4" ref-type="fig">Figure 4</xref>). The TIR sequence of this IS element was &#x201C;CTCGGTAGCTGACAACTTCA&#x201D; and the DR sequence was &#x201C;ACCCGCCCC.&#x201D;</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Phenotypic diversity in the high concentration of H<sub>2</sub>O<sub>2</sub> treatment (200&#x2009;mM for w1 and w2 or 300&#x2009;mM for w3) for 1&#x2009;h <bold>(A)</bold> and detection of gene disruption by PCR of genes involved in the carotenoid pathway <bold>(B)</bold>. QR90_03795, Phytoene synthesis; QR90_14400, FAD-dependent oxidoreductase; QR90_14380, carotenoid 1,2-hydratase; QR90_10400, phytoene dehydrogenase. Lanes: M, size marker; 1, 5, 9: WT; 2, 6, 10: w1; 3, 7, 11: w2; 4, 8, 12: w3. The dotted arrow indicates the wild-type gene PCR products. The solid arrow indicates the IS-integrated PCR product.</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g003.tif"/>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Detection of IS integration loci and composition of IS element in QR90_10400 phytoene desaturase in w3 mutant obtained after 300&#x2009;mM H<sub>2</sub>O<sub>2</sub> treatment. The IS<italic>Drpg3</italic> of the IS<italic>4</italic> family member was integrated at the 275th nt locus of the QR90_10400 gene with reverse transcriptional direction.</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g004.tif"/>
</fig>
<p>In the low-concentration H<sub>2</sub>O<sub>2</sub> treatment, five out of 24 non-pigmented strains exhibited PCR amplicons with QR90_10400 gene enlargement: two strains with an OD<sub>600</sub> of 2.0 and three strains with an OD<sub>600</sub> of 4.0 at 80&#x2009;mM H<sub>2</sub>O<sub>2</sub> (<xref rid="fig5" ref-type="fig">Figure 5A</xref>). The frequency of IS transposition in gene QR90_10400 exhibited 5.1&#x2009;&#x00D7;&#x2009;10<sup>&#x2212;4</sup> and 1.8&#x2009;&#x00D7;&#x2009;10<sup>&#x2212;4</sup> from OD<sub>600</sub> of 2.0 and 4.0, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S4</xref>). All five of these IS-integrated mutants exhibited IS<italic>4</italic> family transposition (<xref rid="fig5" ref-type="fig">Figure 5B</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). Other carotenoid-related genes QR90_03795, QR90_14380, and QR90_14400 were not affected (<xref rid="fig5" ref-type="fig">Figure 5C</xref>). The 19 remaining clones did not exhibit any changes in the size of the PCR products, indicating that there was no IS transposition in the selected four carotenoid biosynthesis genes. However, there might be point mutations in carotenoid-related genes or perhaps IS transposition in non-analyzed carotenoid biosynthesis-related genes.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Insertion sequence transposition triggering at low concentration of H<sub>2</sub>O<sub>2</sub> treatment with 80&#x2009;mM. <bold>(A)</bold>, Detection of IS transposition at two growth phases (OD<sub>600</sub> 2.0 and 4.0) in gene QR90_10400. <bold>(B)</bold>, Analysis of IS integrational loci at both detection conditions. All transposed IS elements are both IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic> of the IS<italic>4</italic> family members. <bold>(C)</bold>, Analysis of IS transposition in three carotenoid biosynthesis-related genes. These genes were not affected by IS integration under H<sub>2</sub>O<sub>2</sub> oxidative stress conditions.</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g005.tif"/>
</fig>
<p>At an OD<sub>600</sub> of 2.0, one IS element (w3) was integrated in the forward direction at the 401st nt of phytoene desaturase. The DR sequence of this element was &#x201C;CTTCTTCGA&#x201D; and the TIR sequence was &#x201C;CTCGGTAGCTGACAACTTCA.&#x201D; Another (w7) integrated in the reverse direction at the 617th nt. The DR sequence of this element was &#x201C;GTAAACGAG&#x201D; and the TIR sequence was &#x201C;CTCGGTA GCTGACAACTTCA&#x201D; (<xref rid="fig5" ref-type="fig">Figure 5B</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref><xref ref-type="supplementary-material" rid="SM1">A</xref>). Both IS elements were belonged to IS<italic>Drpg3</italic> of QR90_04150 or QR90_RS10860 (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>).</p>
<p>At an OD<sub>600</sub> of 4.0, one IS element (w5) integrated in the reverse direction at the 587th nt of phytoene desaturase. The DR sequence of this element was &#x201C;AGGCGCTC&#x201D; and the TIR sequence was &#x201C;CTCGGTAGCTGACAACTTCA.&#x201D; Another (w11) integrated in the reverse direction at the 474th nt; its DR sequence was &#x201C;GCTCGTAGC&#x201D; and its TIR sequence was identical to that of w5. Both IS elements were identical to IS<italic>Drpg3</italic> (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref><xref ref-type="supplementary-material" rid="SM1">B</xref>). The last IS element (w7) integrated in the forward direction at the 22nd nt with DR sequence &#x201C;CCAGCAGGC&#x201D; and TIR sequence &#x201C;CTCT GTACCGGACAACT&#x201D; (<xref rid="fig5" ref-type="fig">Figure 5B</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref><xref ref-type="supplementary-material" rid="SM1">C</xref>). This IS element was identical to IS<italic>Drpg2</italic> of QR90_01215, QR90_04660, or QR90_09690. Therefore, <italic>D. radiopugnans</italic> DY59 exhibits active transposition of IS<italic>4</italic> family members in H<sub>2</sub>O<sub>2</sub> treatment conditions. The PCR detection of five copies of IS<italic>4</italic> family members at the location as found in the genome sequence indicates that the active transposition occurred through replicative mode in present (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>).</p>
</sec>
<sec id="sec12">
<title>Effects of hypochlorite and gamma-irradiation in IS transposition</title>
<p>The 100&#x2009;&#x03BC;M sodium hypochlorite does not affected viability of the strain DY59. 5&#x2009;kGy irradiated strain DY59 exhibits 99.5% reduction of CFU. The selection of non-pigmented colonies was performed <italic>via</italic> gamma irradiation exposure and sodium hypochlorite treatment. Unlike the lack of pigment production of <italic>D. geothermalis</italic>, gamma irradiation of total 5&#x2009;kGy did not induce non-pigment phenotypes in the <italic>D. radiopugnans</italic> DY59 wild-type strain (<xref ref-type="bibr" rid="ref39">Ye et al., 2022</xref>). Moreover, although hypochlorite treatment induced the non-pigment phenotype, the non-pigmented colony did not exhibit IS element integration in the four analyzed carotenoid biosynthesis genes (data not shown). This may be the same explanation for the absence of transposition of IS in phenotypic changes due to point mutations in four carotenoid biosynthetic genes and the decay of other genes related to pigment formation.</p>
</sec>
<sec id="sec13">
<title>Expression levels of catalase, three LysR family regulators included oxyR and Tpase of the IS4 family by qRT-PCR analysis</title>
<p>To determine the mechanisms underlying the high H<sub>2</sub>O<sub>2</sub> resistance of DY59, the expression levels of catalase and three LysR family regulators including possible <italic>oxyR</italic> were first measured by qRT-PCR analysis. The chromosome of DY59 strain has a single catalase QR90_06310 with 72.17 and 74.17% amino acid sequence similarity to <italic>D. radiodurans</italic> catalase KatE1 and <italic>D. geothermalis</italic> KatE, respectively. After exposure to various concentrations of H<sub>2</sub>O<sub>2</sub> (50, 100, 150&#x2009;mM, and an unexposed control) for 1&#x2009;h and growing the cells to OD<sub>600</sub> values of 2.0 and 4.0, the relative expression levels of catalase and LysR family members were measured <italic>via</italic> qRT-PCR by the basal expression level of OD<sub>600</sub> of 2.0 with unexposed control as 1.0. Unexpectedly, catalase was not dramatically induced at OD<sub>600</sub> 2.0 or 4.0 in any of the tested H<sub>2</sub>O<sub>2</sub> concentrations. Nevertheless, there was a 2-fold increase in catalase expression at OD<sub>600</sub> 4.0 when the cells were challenged with 50 and 100&#x2009;mM H<sub>2</sub>O<sub>2</sub> (<xref rid="fig6" ref-type="fig">Figure 6A</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Comparison of the gene expression levels of catalase <bold>(A)</bold>, two LysR family regulators <bold>(B)</bold> and two transposases in IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic> <bold>(C)</bold> by qRT-PCR under different final concentrations of H<sub>2</sub>O<sub>2</sub> (0&#x2013;150&#x2009;mM). Pair-wise comparisons between experimental groups were conducted <italic>via</italic> Student&#x2019;s <italic>t</italic>-test with the Prism&#x2122; ver. 8.0 software (<sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.001).</p>
</caption>
<graphic xlink:href="fmicb-14-1110084-g006.tif"/>
</fig>
<p>LysR1 QR90_13110 exhibited a more than 6-fold induction at an OD<sub>600</sub> of 4.0 upon exposure to 100&#x2009;mM H<sub>2</sub>O<sub>2</sub> and LysR3 QR90_15105 exhibited a more than 6-fold induction at an OD<sub>600</sub> of 2.0 in the 100&#x2009;mM H<sub>2</sub>O<sub>2</sub> condition. Our findings thus indicated that 100&#x2009;mM H<sub>2</sub>O<sub>2</sub> controlled the expression of LysR1 and LysR3 at two different growth phases (<xref rid="fig6" ref-type="fig">Figure 6B</xref>). However, LysR2 (QR90_14595) was not affected regardless of growth phase and oxidation condition (data not shown). LysR2 was exhibited 70.3 and 75.7% identities of amino acid sequence to the proposed OxyR of <italic>D. radiodurans</italic> and <italic>D. geothermalis</italic>, respectively. Therefore, the high H<sub>2</sub>O<sub>2</sub> resistance phenotype of the DY59 strain cannot be attributed to changes in the expression of catalase and its three potential LysR family regulator members, as determined by RNA production levels measured by qRT-PCR analysis.</p>
<p>There are two subtypes of IS<italic>4</italic> family which were actively transposed to other loci. Tpase of IS<italic>Drpg3</italic> such as QR90_04150 and QR90_10860/IS<italic>Drpg2</italic> such as QR90_01215, QR90_04660, and QR90_09690 exhibited a more than 5-6-fold induction at an OD<sub>600</sub> of 4.0 in the 50&#x2009;mM H<sub>2</sub>O<sub>2</sub> condition. The related expression levels were reduced at an OD<sub>600</sub> of 4.0 in the 100 and 150&#x2009;mM H<sub>2</sub>O<sub>2</sub> condition (<xref rid="fig6" ref-type="fig">Figure 6C</xref>). However, both IS<italic>Drpg2</italic> and IS<italic>Drpg3</italic> Tpases were gradually induced over 2-fold at an OD<sub>600</sub> of 2.0 in the different H<sub>2</sub>O<sub>2</sub> conditions. Thus, IS elements of the IS<italic>4</italic> family were induced by the H<sub>2</sub>O<sub>2</sub> and actively transposed into other genomic loci with replicated mode.</p>
</sec>
</sec>
<sec id="sec14" sec-type="discussions">
<title>Discussion</title>
<p><italic>Bacillus subtilis</italic>, a widely known Gram-positive bacterial model organism, lacks IS or any other transposable element excluding several bacteriophages and other remnants of horizontal gene transfer (HGT) events from genome study of wild-type strain. The IS identification platform &#x201C;ISfinder&#x201D; revealed four IS families in the <italic>B. subtilis</italic> genome including IS4<italic>Bsu1</italic> (IS<italic>4</italic> family), IS<italic>Bsu1</italic> (IS<italic>3</italic> family), IS<italic>Bsu2</italic> (IS<italic>256</italic> family), and IS<italic>Bsu3</italic> (IS<italic>1595</italic> family; <xref ref-type="bibr" rid="ref30">Siguier et al., 2006</xref>). Interestingly, pathogenic <italic>Bacillus</italic> species such as <italic>B. cereus</italic>, <italic>B. anthracis</italic>, <italic>B. thuringiensis,</italic> and others have many IS families and Tn3 elements (<xref ref-type="bibr" rid="ref7">Fayad et al., 2019</xref>). Therefore, the distribution of transposable elements may be associated with pathogenicity. Additionally, the genomes of the pathogenic bacteria may have undergone multiple acquisition of transposable elements through HGT in response to environmental stimuli (<xref ref-type="bibr" rid="ref7">Fayad et al., 2019</xref>).</p>
<p>Here, we detected active transposition of IS elements under oxidative stress conditions of H<sub>2</sub>O<sub>2</sub> treatment in the radiation-resistant bacterium <italic>D. radiopugnans</italic> DY59, which was isolated from mountain soil collected in South Korea. The DY59 isolate was phylogenetically clustered near three <italic>Deinococcus</italic> species from Antarctic marine environments (<xref ref-type="bibr" rid="ref10">Hirsch et al., 2004</xref>; <xref ref-type="bibr" rid="ref12">Kim et al., 2015</xref>). The genome of <italic>D. radiopugnans</italic> DY59 has a total of 36 IS elements encompassing six IS families. Interestingly, these six family members belonged to <italic>D. geothermalis</italic> IS families that also contained the IS<italic>6</italic>, IS<italic>982</italic>, and IS<italic>200/605</italic> families (<xref ref-type="bibr" rid="ref15">Lee et al., 2020</xref>). Unfortunately, the IS names cannot be classified based on the IS distribution in the <italic>D. radiopugnans</italic> genome from &#x201C;ISfinder&#x201D; platform (at Sep. 2022; <xref ref-type="bibr" rid="ref30">Siguier et al., 2006</xref>). The transposase annotation as a key component of IS element was varied among the genome data and between prediction and analysis.</p>
<p>When wild-type DY59 cells were treated with 80 or 300&#x2009;mM H<sub>2</sub>O<sub>2</sub>, the active transposition of the IS<italic>4</italic> family members was only detected on phytoene desaturase (QR90_10400; <xref rid="fig4" ref-type="fig">Figures 4</xref>, <xref rid="fig5" ref-type="fig">5</xref>). The active transposition of the IS<italic>4</italic> family was also particularly detected in wild-type <italic>D. geothermalis</italic> upon H<sub>2</sub>O<sub>2</sub> treatment and dielectric bilayer discharge (DBD) plasma radiation (<xref ref-type="bibr" rid="ref15">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="ref39">Ye et al., 2022</xref>).</p>
<p>When the <italic>D. radiodurans</italic> strains were exposed to gamma irradiation, there were two particular active transposition events on a trimethoprim-resistant selection. One was an IS integrated into a <italic>thyA</italic> gene; the other was an <italic>uvrA</italic> gene disruption that resulted in mitomycin-resistant phenotypic selection (<xref ref-type="bibr" rid="ref24">Narumi et al., 1997</xref>; <xref ref-type="bibr" rid="ref21">Mennecier et al., 2006</xref>; <xref ref-type="bibr" rid="ref26">Pasternak et al., 2010</xref>). When the cells were treated with 5&#x2009;kGy of gamma irradiation, the wild-type <italic>D. geothermalis</italic> strain exhibited active transposition of IS families, (e.g., IS<italic>1</italic> and IS<italic>5</italic> family), whereas the wild-type DY59 strain and <italic>D. radiodurans</italic> strain did not exhibit non-pigment phenotypic mutations (<xref ref-type="bibr" rid="ref39">Ye et al., 2022</xref>).</p>
<p>Insertion sequence transposition has been detected under various environmental stressors, such as nutrient deprivation, temperature changes, metal ion exposure, and oxidative stress caused by UV irradiation, gamma irradiation, and H<sub>2</sub>O<sub>2</sub> treatment (<xref ref-type="bibr" rid="ref25">Ohtsubo et al., 2005</xref>; <xref ref-type="bibr" rid="ref35">Twiss et al., 2005</xref>; <xref ref-type="bibr" rid="ref11">Kharat et al., 2006</xref>; <xref ref-type="bibr" rid="ref22">Mijnendonckx et al., 2011</xref>; <xref ref-type="bibr" rid="ref32">Suzuki et al., 2021</xref>). Interestingly, this active transposition of IS elements was found to vary in a species-specific manner. <italic>D. geothermalis</italic> wild-type and several particular gene-disrupted mutants have been reported to exhibit different types of IS transposition. For example, IS<italic>Dge3</italic> of the IS<italic>1</italic> family was actively transposed under gamma irradiation, whereas IS<italic>Dge11</italic> of the IS<italic>4</italic> family was transposed under H<sub>2</sub>O<sub>2</sub> treatment and DBD plasma radiation. Moreover, IS<italic>Dge5</italic> and IS<italic>Dge6</italic> of the IS<italic>5</italic> family were found to be transposed in <italic>dps</italic>-, <italic>oxyR</italic>-, cystine importer-, and <italic>lysR</italic>-deficient mutants (<xref ref-type="bibr" rid="ref15">Lee et al., 2020</xref>, <xref ref-type="bibr" rid="ref17">2022</xref>; <xref ref-type="bibr" rid="ref38">Ye et al., 2021</xref>).</p>
<p>Here, we explored the IS distribution in the genome size of 3.54&#x2009;Mb of the DY59 strain. Our findings suggested that DY59 exhibits a less complex IS distribution than that of <italic>D. geothermalis</italic>. In this study, a strict IS element of the IS<italic>4</italic> family was actively transposed into a carotenoid biosynthesis gene QR90_10400 phytoene desaturase under H<sub>2</sub>O<sub>2</sub> treatment (<xref rid="fig4" ref-type="fig">Figures 4</xref>, <xref rid="fig5" ref-type="fig">5B</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). Therefore, the wild-type <italic>D. radiopugnans</italic> DY59 may serve as a suitable model organism for studying the active transposition of unique IS element using a single oxidation inducer such as H<sub>2</sub>O<sub>2</sub>. These experiments provide the opportunity to determine unique IS transposition events in organisms that exhibit genomic plasticity. However, there are still many challenges associated with IS naming and classification from gene annotation, emphasizing the need for more accurate algorithms and additional criteria including machine learning tools for IS identification and assignment, as well as the creation of a global network of research groups working together.</p>
<p>The genome sequence information of <italic>D. radiopugnans</italic> ATCC19172 was updated twice on June 2019 and August 2020, with contig assembly lengths of 4.33 and 4.3&#x2009;Mb, respectively (NCBI genomes). <italic>Deinococcus radiopugnans</italic> ATCC19172 has three catalases, FHR04_11220, FHR04_17100, and FHR04_17320, sharing, respectively, 99, 26.6, and 47.6% identity with the single identified catalase (QR90_06310) from strain DY59. In case the published genome sequence of DY59 is incomplete, this strain might also possess homologs of FHR04_17100 and FHR04_17320. Thus, we performed qRT-PCR using primer sets corresponding to FHR04_17100 and FHR04_17320 to investigate expression of possible homologs in strain DY59. The possible FHR04_17100 homolog was not induced by the H<sub>2</sub>O<sub>2</sub> treatment and the possible FHR04_17320 homolog exhibited more than 2-fold induction at OD<sub>600</sub> of 2.0 with 50 and 100&#x2009;mM H<sub>2</sub>O<sub>2</sub> treatment (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S6</xref>). When 150&#x2009;mM H<sub>2</sub>O<sub>2</sub> treatment at OD<sub>600</sub> of 4.0 was applied, the possible FHR04_17320 homolog exhibited nearby 3-fold induction. In the present additional catalase expression data, the high hydrogen peroxide resistance of DY59 is not explained by induced expression of catalase genes. DY59 strain may have a high level of constitutive catalase enzyme activity, or it may employ other mechanisms for hydrogen peroxide resistance, such as unidentified protective pathways and physiological defense systems using extracellular matrixe components such as extracellular polymeric substances (EPS), proteins, and eDNA, which aid in biofilm formation and enhance tolerance to oxidative stress, and certain transporters (<xref ref-type="bibr" rid="ref18">Li et al., 2013</xref>; <xref ref-type="bibr" rid="ref23">Molina-Santiago et al., 2021</xref>).</p>
<p>The genome sequence of strain ATCC19172 is 0.8 Mb larger than that of DY59. Although the reported genome sequence of strain DY59 consist of only a chromosome, we consider the possibility that this strain might have one or more additional genome molecules such as plasmids. If the strain DY59 has plasmids, the IS family and number will expand. IS elements are commonly known to exhibit random movement. However, experiments conducted on <italic>Deinococcus geothermalis</italic> have shown that the transposition of unique IS elements follows a specific pattern. The exact pattern is still unknown, but this experiment provides a starting point for further research. Specifically, it was observed that the IS<italic>4</italic> family of IS element only transposed under hydrogen peroxide conditions in <italic>D. radiopugnans</italic> DY59. Additionally, the ability of <italic>Deinococcus</italic> species to endure various forms of stress such as radiation, drying, and toxic chemicals is attempted to be explained from a molecular evolutionary perspective through the transposition of IS elements. Further exploration into this research area presents a significant challenge for the future.</p>
</sec>
<sec id="sec15" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number (s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec id="sec16">
<title>Author contributions</title>
<p>ES, HN, QY, and S-JL performed conception, designed experiments, and performed and analyzed data. ES, HN, and S-JL wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec17" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MS&#x0026;ICT; 2022R1A2C1010233).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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="sec100" 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>The authors would like to thank M. Kim for providing the DY59 strain.</p>
</ack>
<sec id="sec19" sec-type="supplementary-material">
<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.2023.1110084/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1110084/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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