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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.2017.00177</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Below-Background Ionizing Radiation as an Environmental Cue for Bacteria</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Castillo</surname> <given-names>Hugo</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/323223/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Smith</surname> <given-names>Geoffrey B.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/411462/overview"/>
</contrib></contrib-group>
<aff><institution>Department of Biology, New Mexico State University</institution> <country>Las Cruces, NM, USA</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Michael Sauer, University of Natural Resources and Life Sciences, Vienna, Austria</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Linda Christine DeVeaux, South Dakota School of Mines and Technology, USA; Alexandros G. Georgakilas, National Technical University of Athens, Greece; Mario Xavier Ruiz-Gonz&#x00E1;lez, Secretar&#x00ED;a de Educaci&#x00F3;n Superior, Ciencia, Tecnolog&#x00ED;a e Innovaci&#x00F3;n and Universidad T&#x00E9;cnica Particular de Loja, Ecuador</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Hugo Castillo, <email>hac141@nmsu.edu</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Microbial Physiology and Metabolism, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>02</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>177</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>10</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>01</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Castillo and Smith.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Castillo and Smith</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) or licensor 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>All organisms on earth grow under the influence of a natural and relatively constant dose of ionizing radiation referred to as background radiation, and so cells have different mechanisms to prevent the accumulation of damage caused by its different components. However, current knowledge of the deleterious effects of radiation on cells is based on the exposure to acute and high or to chronic, above background doses of radiation and therefore is not appropriate to explain the cellular and biochemical mechanisms that cells employ to sense and respond to chronic below-background levels. Studies at below-background radiation doses can provide insight into the biological role of radiation, as suggested by several examples of what appears to be a stress response in cells grown at doses that range from 10 to 79 times lower than background. Here, we discuss some of the technical constraints to shield cells from radiation to below-background levels, as well as different approaches used to detect and measure responses to such unusual environmental conditions. Then, we present data from <italic>Shewanella oneidensis</italic> and <italic>Deinococcus radiodurans</italic> experiments that show how two taxonomically distant bacterial species sense and respond to unnaturally low levels of radiation. In brief, we grew <italic>S. oneidensis</italic> and <italic>D. radiodurans</italic> in liquid culture at dose rates of 72.05 (control) and 0.91 (treatment) nGy hr<sup>-1</sup> (including radon) for up to 72 h and measured cell density and the expression of stress-related genes. Our results suggest that a stress response is triggered in the absence of normal levels of radiation.</p>
</abstract>
<kwd-group>
<kwd>below-background radiation</kwd>
<kwd>stress response</kwd>
<kwd>relative gene expression</kwd>
<kwd>radiation biology</kwd>
<kwd><italic>Shewanella oneidensis</italic></kwd>
<kwd><italic>Deinococcus radiodurans</italic></kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="7"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>Ionizing radiation is a ubiquitous environmental stress that has been present throughout the life history of all organisms on earth (<xref ref-type="bibr" rid="B19">Karam and Leslie</xref>, <xref ref-type="bibr" rid="B19">2005</xref>). It would be expected that adaptive molecular mechanisms have been selected in response to the constant exposure to this natural background radiation dose. Although this background dose varies significantly across geographical areas (<xref ref-type="bibr" rid="B4">Brooks, 2012</xref>), the worldwide average dose has been estimated to be 2400 &#x03BC;Gy yr<sup>-1</sup> (<xref ref-type="bibr" rid="B33">Thorne, 2003</xref>) and only the proximity to natural and human activity-derived sources such as radioactive minerals, medical exposure or nuclear energy-related events significantly increase this number. It should be noted, however, that the background dose range has been established solely for human exposure protection purposes and that radon, one of its main components, is not relevant for bacterial models. Also, the variability of background radiation occurs only in one direction (above background), as there are no instances of a natural environment with the levels we have imposed in our experiment.</p>
<p>Ionizing radiation, such as gamma rays, deposit energy as they traverse cells causing DNA lesions, membrane damage, and the induction of pro-apoptotic genes (<xref ref-type="bibr" rid="B34">Todorovic et al., 2008</xref>). Ionizing radiation can cause significant increases in the concentration of intracellular reactive oxygen species, ROS, (<xref ref-type="bibr" rid="B15">Ghosal et al., 2005</xref>) and in bacteria, the SOS response (<xref ref-type="bibr" rid="B3">Brena-Valle and Serment-Guerrero, 1998</xref>). These reactive species trigger the expression of enzymes that scavenge for ROS in order to protect against protein and DNA damage (<xref ref-type="bibr" rid="B12">Daly, 2009</xref>). Background radiation is part of the physical environment that bacteria may sense and react to in order to regulate homeostasis. If bacteria have adapted to thrive in the presence of radiation, how would they react to a significant decrease in radiation dose rate? Could cells translate the &#x201C;absence&#x201D; of radiation into a modulating signal to initiate a specific response? Could such a reaction be defined as a stress response? We propose that research on the biological responses to reduced-radiation environments, &#x201C;from the other side of background&#x201D; (<xref ref-type="bibr" rid="B31">Smith et al., 2011</xref>), can yield unique information that will inform both the underlying science and policy applications of radiation protection. It is necessary to consider that natural background radiation is made up of both low and high LET (Linear Energy Transfer) sources and that the latter tend to have stronger biological effects (<xref ref-type="bibr" rid="B17">Goodhead, 1999</xref>). However, researchers at Italy&#x2019;s Gran Sasso lab and <italic>Istituto Superiore di Sanita</italic> (<xref ref-type="bibr" rid="B2">Belli et al., 1989</xref>; <xref ref-type="bibr" rid="B16">Goodhead et al., 2009</xref>) have shown that the biological effects on Chinese hamster V79 cells also depends on particle type, with protons causing more cell inactivation than &#x03B1;-particles at the same LET. In this report, because of the experimental set-up (shielding from the salt overburden and steel vault), the observed effects are largely due to low-LET sources.</p>
<p>Traditional radiation biology experiments have resulted in an impressive amount of data on the effects of acute exposure to different sources of ionizing radiation at different dose rates, all additional to natural background radiation. The study of the effects of radiation at doses below background, however, remains relatively unexplored due to the difficulties of data acquisition. The first evidence of a deleterious biological response to radiation doses lower than background was reported by <xref ref-type="bibr" rid="B24">Planel et al. (1987)</xref>, who observed a longer generation time in <italic>Paramecium tetraurelia</italic> and a lower cell number in <italic>Synechococcus lividus</italic> cultures when these organisms were grown shielded from radiation at dose rates 17 and 6 times lower than background, respectively. Since then, experiments with other organisms have shown similar deleterious effects when exposed to below background levels of radiation, such as lower protection to mutational damage in <italic>Saccharomyces cerevisiae</italic> (<xref ref-type="bibr" rid="B30">Satta et al., 1995</xref>); higher sensitivity to apoptosis, higher intracellular concentration of oxidative stress-related enzymes, and higher mutation rate induced by gamma rays (after conditioning under below background conditions) in <italic>Cricetulus griseus</italic> (<xref ref-type="bibr" rid="B29">Satta et al., 2002</xref>); growth rate retardation in <italic>Mus musculus</italic> L5178Y cells (<xref ref-type="bibr" rid="B20">Kawanishi et al., 2012</xref>), changes in the concentration of oxidative stress-related enzymes (<xref ref-type="bibr" rid="B14">Fratini et al., 2015</xref>), and lower cell number and/or up regulation of DNA repair and oxidative stress genes in <italic>Shewanella oneidensis</italic> and <italic>Deinococcus radiodurans</italic> (<xref ref-type="bibr" rid="B31">Smith et al., 2011</xref>; <xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>).</p>
<p>Below background radiation biology experiments have been hampered by the enormous technical constrains to effectively achieve radiation doses below background levels. Here, we present the Low Background Radiation Experiment (LBRE) at the Waste Isolation Pilot Plant (WIPP) in Carlsbad, NM., as an effective way to achieve an estimated 79-fold reduction in ionizing radiation dose (relative to gamma) and propose two bacterial models as reference points to study the detection of ultra-low levels of ionizing radiation and the use of gene expression analysis to describe their molecular response to the deprivation of natural levels of radiation.</p>
</sec>
<sec><title>The Challenge of Below-Background Radiation Biology Work</title>
<p>Shielding organisms from the different components of background radiation down to levels that are significantly below-background is not an easy task. Protection from cosmic rays and cosmic rays-derived components can be achieved at sites located deep underground or protected by a significant overburden, common for numerous physics experiments that require radiation &#x201C;free&#x201D; conditions, while protection from emissions derived from the decay of naturally occurring radioisotopes depends on the abundance of these elements in the immediate surroundings of the experiment. To our knowledge, only two laboratories that meet the first condition are currently running biology experiments to explore the effects of radiation deprivation on different organismal models: (1) The <italic>Laboratori Nazionali del Gran Sasso</italic> in L&#x2019;Aquila, Italy, has established the &#x201C;Cosmic Silence Program&#x201D; to study the contribution of natural radiation to different molecular processes leading to the defense against oxidative stress (dps) using yeast, rodent, and human cells as models, at a dose rate 10 times lower than background<sup><xref ref-type="fn" rid="fn01">1</xref></sup>; and (2) the <italic>Laboratoire Souterrain de Modane</italic>, in Modane, France, who initiated the IRIS Project (Impacts of Ionizing Radiation on Life) to study the effect of ionizing radiation on the evolution of <italic>Escherichia coli</italic> exposed to chronic doses 30 times lower than their reference background<sup><xref ref-type="fn" rid="fn02">2</xref></sup>.</p>
<p>The LBRE laboratory, hosted by the WIPP in Carlsbad, NM., lays at a depth of 660 m within a 610 m thick halite layer (Salado formation) with an isotope composition of 29, 78, and 169 ppb for <sup>238</sup>U, <sup>232</sup>Th, and <sup>40</sup>K, respectively (<xref ref-type="bibr" rid="B13">Department of Energy, 1996</xref>)<sup><xref ref-type="fn" rid="fn03">3</xref></sup>. This NaCl-based salt deposit emits significantly less radiation than other rock formations like limestone and granite (<bold>Figure <xref ref-type="fig" rid="F1">1A</xref></bold>). Additionally, part of the LBRE experiments are conducted inside a 15 cm-thick vault made from pre-World War II, low-activity steel to further reduce exposure to radiation (<bold>Figure <xref ref-type="fig" rid="F1">1B</xref></bold>). As the main mission of the WIPP site is the permanent disposal of low-level radioactive transuranic waste from the U.S. Department of Defense, access to the underground LBRE laboratory is highly regulated and in general restricted to a few hours during operation days, which in the recent past hampered the experiments in terms of sampling time points available. Starting in 2015 access was extended for up to 12 h per day, which allowed for a more adequate experiment and sampling regime.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><bold>The Low Background Radiation Experiment (LBRE) at the Waste Isolation Pilot Plant (WIPP).</bold> Numbers in red indicate dose rate in nGy hr<sup>-1</sup>. <bold>(A)</bold> The WIPP site, located 46 km east of Carlsbad, NM, was designed and commissioned for the permanent disposal of transuranic wastes at a depth of 650 m in the middle of 610-m-thick Permian salt deposit. <bold>(B)</bold> LBRE steel vault showing the location of the treatment (below-background) and control (background) incubators, with their respective estimated radiation dose (without cell media). <bold>(C)</bold> Side view of the LBRE underground laboratory in the North end drift of WIPP. Measured<sup>&#x2217;</sup> using a sodium iodide detector (<xref ref-type="bibr" rid="B11">Chiou and Hayes, 2004</xref>), and estimated<sup>&#x2021;</sup> using MCNP modeling (this study). <bold>(D)</bold> Comparison of empirical and modeled dose rates.</p></caption>
<graphic xlink:href="fmicb-08-00177-g001.tif"/>
</fig>
<p>In our first study, we compared the growth of <italic>D. radiodurans</italic> at underground vs. aboveground laboratories and observed that cultures shielded from background radiation grew slower in a 48 h growth period (<xref ref-type="bibr" rid="B31">Smith et al., 2011</xref>). Later on as we included <italic>S. oneidensis</italic> in our experiments, we also moved our background control underground (current setting), simulating a background radiation dose with 11.5 kg of KCl (5 uCi of <sup>40</sup>K) to create an energy field with a target dose rate of 100 nGy hr<sup>-1</sup> (average US background from gamma sources, <bold>Figure <xref ref-type="fig" rid="F1">1C</xref></bold>). In order to reduce the radiation from this <sup>40</sup>K control incubator (located at a distance of &#x223C;1.5 m), five 20 L water-filled carboys were placed outside the <sup>40</sup>K incubator as shielding. Radiation dosimetry was initially attempted using a NaI detector (3.2 &#x00D7; 2.5 cm NaI scintillator crystal, Waltham, MA, USA), but because the dose rate of interest fell below the lowest limit of detection of the instrument, Monte Carlo N-Particle (MCNP) analysis was used instead to model dose rates (see <bold>Figure <xref ref-type="fig" rid="F1">1D</xref></bold> for comparison). Here, we show the dose rates calculated for the mine drift, the inside of the steel vault and the inside of both the treatment and control incubators, using the mass fraction and the specific activity for <sup>238</sup>U, <sup>232</sup>Th, <sup>40</sup>K, and <sup>222</sup>Rn.</p>
<p>Independent of cell-type and growth media, the calculated dose rate values represent a 445-fold difference in the two experimental treatment locations (<bold>Figure <xref ref-type="fig" rid="F1">1B</xref></bold>). However, when the contribution to dose rate from the <sup>40</sup>K in the growth media was calculated based on the total potassium content in the components of 1.5 mL of TGY [24.45 and 143.77 &#x03BC;g K in tryptone and yeast extract, respectively; <xref ref-type="bibr" rid="B1">BD Becton Dickinson (2006)</xref>], this adds 0.75 nGy hr<sup>-1</sup> to both treatments. Therefore, when both environmental and media radiation sources are considered, the cells&#x2019; dose in the treatment (0.91 nGy hr<sup>-1</sup>) represents a 79-fold reduction from that in the control (72.05 nGy hr<sup>-1</sup>).</p>
<p><italic>Shewanella oneidensis</italic> and <italic>D. radiodurans</italic> cultures were grown as previously described (<xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>). In summary, both bacteria were grown in a shielded treatment incubator and a radiation-supplemented control incubator for 24 h as a conditioning period, after which they were transferred into fresh broth to initiate the experiment. At this point, radiation-deprived cultures were also transferred back into the KCl control incubator in order to start a reciprocal control by &#x201C;rescuing&#x201D; cells and restoring them to normal levels of radiation. Optical density at 630 nm was measured at different time points (5, 8, 13, 24, and 29 for <italic>S. oneidensis</italic> and 10, 24, 29, 34, and 48 for <italic>D. radiodurans</italic>) to quantify and compare the growth of the cultures using a Student&#x2019;s <italic>t</italic>-test (<italic>n</italic> = 12). In parallel, cells were sampled, treated with RNA protect (QIAGEN, Valencia, CA, USA) and kept frozen for further analysis. Total RNA was extracted using the RNeasy Mini kit (QIAGEN, Valencia, CA, USA) and used as template in RT-quantitative PCR to measure the differential expression of stress-related genes: <italic>katB, recA, oxyR, lexA, dnaK</italic>, and <italic>SOA0154</italic> for <italic>S. oneidensis</italic> and <italic>DR1998</italic> (<italic>katB</italic>), <italic>DR0615</italic> (<italic>oxyR</italic>), <italic>DRA0344</italic> (l<italic>exA</italic>), <italic>recA</italic>, <italic>dnaK</italic>, <italic>DR2263</italic> (<italic>dps</italic>), and <italic>DR1343</italic> (<italic>gapdH</italic>) for <italic>D. radiodurans</italic>, using an efficiency-corrected approach (<xref ref-type="bibr" rid="B23">Pfaffl et al., 2002</xref>).</p>
</sec>
<sec><title>Bacteria Response to Radiation Deprivation</title>
<p>In our previous report (<xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>), we showed growth inhibition and/or the upregulation of stress-related genes in experiments with limited time points. In the experiment reported here with more site access, <italic>S. oneidensis</italic> cultures did not show a significant difference in growth in response to the reduced radiation dose (<bold>Figure <xref ref-type="fig" rid="F2">2A</xref></bold>), whereas <italic>D. radiodurans</italic> growth became inhibited at the beginning of its exponential growth phase and remained significantly different throughout the duration of the experiment (<bold>Figure <xref ref-type="fig" rid="F2">2B</xref></bold>). As reported previously, when reciprocal controls were carried out in which radiation-deprived cells were restored to radiation-sufficient conditions, growth of <italic>D. radiodurans</italic> recovered and approximated the cell density of the control (dotted line, <bold>Figure <xref ref-type="fig" rid="F2">2B</xref></bold>). However, using growth as the only endpoint to measure the effect of a particular environmental variable might be misleading since cells employ multiple physiological mechanisms in response to changing environments to maintain homeostasis. In order to circumvent this limitation, similar low-radiation dose experiments have used different approaches for a more in-depth analysis of the cellular response, such as micronucleus assays (<xref ref-type="bibr" rid="B6">Carbone et al., 2009</xref>), enzymatic activity (<xref ref-type="bibr" rid="B29">Satta et al., 2002</xref>; <xref ref-type="bibr" rid="B6">Carbone et al., 2009</xref>; <xref ref-type="bibr" rid="B14">Fratini et al., 2015</xref>), mutation assays (<xref ref-type="bibr" rid="B30">Satta et al., 1995</xref>, <xref ref-type="bibr" rid="B29">2002</xref>; <xref ref-type="bibr" rid="B14">Fratini et al., 2015</xref>), and differential gene expression (<xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>; <xref ref-type="bibr" rid="B14">Fratini et al., 2015</xref>). In the present study, we measured the expression of genes related to some of these types of stress, on cells collected at various time points in order to compare their differential expression.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p><bold>Upregulation of stress genes in Shewanella evidently protects cells from growth inhibition by radiation deprivation.</bold> Line graphs show bacterial growth under radiation-sufficient (background) and radiation-deprived (below background) conditions with <italic>p</italic>-values shown above timepoints (the dotted reciprocal control was shown to be statistically the same as the background control). Both <italic>S. oneidensis</italic> and <italic>D. radiodurans</italic> were grown in 1.5 mL of TGY broth (0.5% Bacto tryptone, 0.3% yeast extract, and 0.1% glucose) in 24-wells plates, shaken at 200 rpm and at 30&#x00B0; C. Bar graphs show the percentage of genes tested that were upregulated (as defined by > 2-fold change relative to rad-sufficient controls, <italic>p &#x003C;</italic> 0.10) in <bold>(A)</bold> <italic>S. oneidensis</italic> and <bold>(B)</bold> <italic>D. radiodurans</italic>. <bold>(C)</bold> Differential gene expression in <italic>S. oneidensis</italic> and <italic>D. radiodurans</italic> calculated using the efficiency-corrected &#x0394;Cp equation in the software tool REST2009 (<xref ref-type="bibr" rid="B23">Pfaffl et al., 2002</xref>). RT-qPCR on <italic>S. oneidensis</italic> RNA samples was performed with the iScript One-Step RT-PCR kit (BioRad, Hercules, CA, USA) and on <italic>D. radiodurans</italic> RNA samples with the iScript Reverse Transcription Supermix for RT-qPCR (BioRad, Hercules, CA, USA) followed by the SsoAdvanced Universal SYBR Green Supermix (BioRad, Hercules, CA, USA) according to the manufacturer&#x2019;s instructions. The expression of target genes was normalized using <italic>rRNA</italic> (<italic>D. radiodurans</italic>) or <italic>rRNA</italic> and <italic>rpoA</italic> (<italic>S. oneidensis</italic>) as reference. For <italic>D. radiodurans</italic>, the expression of <italic>groEL</italic>, <italic>sufB</italic>, <italic>DR1838 (stringent factor)</italic> and <italic>DR2422</italic> (large conductance mechanosensitive channel) was not regulated, and therefore not shown in the figure.</p></caption>
<graphic xlink:href="fmicb-08-00177-g002.tif"/>
</fig>
<p>First it should be noted the different growth kinetics of <italic>S. oneidensis</italic> (doubling time = 1.1 h) and <italic>D. radiodurans</italic> (doubling time = 3 h) under our culture conditions (1.5 mL TGY broth, 30&#x00B0;C, 200 rpm in 24-well plate) and so the same growth stage in the two species are represented by offset times. In <italic>S. oneidensis</italic>, 33% of the genes were significantly upregulated in the minus-radiation treatment (as defined by greater than twofold change, <italic>p &#x003C;</italic> 0.10), whereas in <italic>D. radiodurans</italic> only 4.5 and 6.8% were up or downregulated, respectively (<bold>Figures <xref ref-type="fig" rid="F2">2A,B</xref></bold>). The gene expression data in <bold>Figure <xref ref-type="fig" rid="F2">2A</xref></bold> shows <italic>S. oneidensis</italic> to have upregulated five of the six stress genes tested during mid log phase and then <italic>Shewanella</italic> tapered expression back during late-log and early stationary phase. In contrast, <italic>D. radiodurans</italic> only upregulated 2 of 11 genes during a single time point at early log phase; at 24 h <italic>D. radiodurans</italic> also down regulated <italic>dps</italic> and <italic>gapdH</italic> (<bold>Figure <xref ref-type="fig" rid="F2">2C</xref></bold>), and at 34 h downregulated <italic>dnaK.</italic> The upregulated genes in <italic>S. oneidensis</italic> are indicative of a stress response, being involved in activities such as ROS scavenging (<italic>katB, oxyR</italic>), DNA repair (<italic>recA, lexA</italic>), protein folding (<italic>dna</italic>K), and metal efflux (<italic>SOA0154</italic>). However, <italic>D. radiodurans</italic> upregulated <italic>lexA</italic> and <italic>dnaK</italic> at 24 h but at the same time, also downregulated two other genes involved in <italic>dps</italic> and ATP synthesis (<italic>gapdH</italic>).</p>
<p>During mid-exponential phase (8 h in <italic>S. oneidensis</italic>), six genes related to oxidative stress response (<italic>katB, oxyR</italic>), DNA repair (<italic>recA, lexA</italic>), protein folding (<italic>dnaK</italic>), and a putative efflux pump (<italic>SOA0154</italic>) were again significantly upregulated as we reported previously (<xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>). Oxidative stress and efflux pump activity was initiated and maintained during late-exponential (13 h) but dissipated by early stationary phase (17 h). Growth inhibition in <italic>D. radiodurans</italic> cultures became significant (<italic>p &#x003C;</italic> 0.05) during mid exponential phase (34 h) and was maintained throughout the duration of the experiment. The difference in gene expression, however, was only observed at 24 h when <italic>lexA</italic> and <italic>dnaK</italic> were significantly upregulated, suggesting an increase in DNA repair and protein folding activities, while <italic>dps</italic>, and <italic>gapdH</italic> were downregulated, suggesting a diminished capacity to fend off oxidative stress (<xref ref-type="bibr" rid="B10">Chiancone and Ceci, 2010</xref>) and synthesize ATP, respectively. Moreover, when we transferred cells from the reduced radiation treatment to the control incubator (orange bars in <bold>Figure <xref ref-type="fig" rid="F2">2C</xref></bold>), the regulation of the genes dissipated supporting our hypothesis that these effects were due to the absence of normal levels of radiation.</p>
</sec>
<sec><title>A Biological Role for Background Ionizing Radiation?</title>
<p>We propose that <italic>S. oneidensis</italic> has mounted a classic stress-response to this unusual environmental cue of the deprivation of natural levels of environmental radiation (and its growth was thus not inhibited) whereas <italic>D. radiodurans</italic> has not sensed this stress (and thus its growth was inhibited). A basic element of the biological stress response at the cellular level is to return the organism back to homeostasis (<xref ref-type="bibr" rid="B21">Kultz, 2005</xref>) and those organisms not capable of sensing and responding to stressors would be at a distinct fitness disadvantage. For example, in mammalian systems, deletion of the chemical and radiation stress sensor protein, INrf2 leads to adverse effects on cell survival (<xref ref-type="bibr" rid="B22">Lee et al., 2007</xref>). We propose here that the different response to the absence of radiation by our two model organisms led to a fitness cost in the organism (<italic>D. radiodurans</italic>) that did not mount an effective stress response.</p>
<p>The upregulation of <italic>katB</italic> in S. <italic>oneidensis</italic> has also been observed upon exposure to other stressors, such as H<sub>2</sub>O<sub>2</sub>, chromate and ionizing radiation (<xref ref-type="bibr" rid="B5">Brown et al., 2006</xref>; <xref ref-type="bibr" rid="B25">Qiu et al., 2006</xref>; <xref ref-type="bibr" rid="B18">Jiang et al., 2014</xref>), stressors known to induce oxidative stress. Interestingly, the upregulation of <italic>recA</italic> and <italic>lexA</italic> has also been reported as a direct effect of exposure to ionizing radiation and chromate in <italic>S. oneidensis</italic> (<xref ref-type="bibr" rid="B5">Brown et al., 2006</xref>; <xref ref-type="bibr" rid="B25">Qiu et al., 2006</xref>) and of <italic>recA</italic> in <italic>D. radiodurans</italic> after gamma irradiation (<xref ref-type="bibr" rid="B7">Carroll et al., 1996</xref>). The upregulation of <italic>dnaK</italic> has been associated with chromate shock in <italic>S. oneidensis</italic> (<xref ref-type="bibr" rid="B5">Brown et al., 2006</xref>), oxidative, heat and acid stresses in <italic>L. lactis</italic> (<xref ref-type="bibr" rid="B32">Smith et al., 2010</xref>), and ionic silver in <italic>E. coli</italic> (<xref ref-type="bibr" rid="B27">Salou-Berion et al., 2015</xref>).</p>
<p>Our differential gene expression analysis shows that when grown under radiation-reduced conditions, <italic>S. oneidensis</italic> increases the transcription of this suite of genes, suggesting an effective response to an increase of intracellular ROS, the repair of DNA breakage, and the need of re-folding damaged proteins, allowing for the resumption of normal growth. In the case of <italic>D. radiodurans</italic>, the upregulation of <italic>lexA</italic> and <italic>dnaK</italic> at a single time point evidently was not sufficient to alleviate the deleterious effects of these insults, making the treatment and control cultures effectively different at the beginning of the exponential phase. Additionally, the upregulation of a putative metal efflux pump (<italic>SOA0154</italic>) in <italic>S. oneidensis</italic>, proposed to be involved in the detoxification of UVA-irradiated cells (<xref ref-type="bibr" rid="B26">Qiu et al., 2005</xref>) supports the hypothesis that 79 times below normal dose rates of radiation is perceived as a stress. Interestingly, <italic>D. radiodurans</italic> cultures exhibited the down regulation of <italic>dps</italic>, known to contribute to DNA protection from ROS through the maintenance of metal homeostasis (<xref ref-type="bibr" rid="B28">Santos et al., 2015</xref>), in agreement with previous findings on the reduced transcription of this gene in the presence of H<sub>2</sub>O<sub>2</sub> (<xref ref-type="bibr" rid="B9">Chen et al., 2008</xref>); and of <italic>gapd</italic>H, an essential component of glucose metabolism during glycolysis. After first documenting growth inhibition and the lack of stress-gene response in <italic>D. radiodurans</italic> to the absence of normal levels of radiation (<xref ref-type="bibr" rid="B8">Castillo et al., 2015</xref>), in the data reported here, we added qPCR assays for various previously reported stress-related genes, including homologs to those responsive in <italic>S. oneidensis</italic>, of which two were regulated, suggesting that <italic>D. radioduran</italic>s&#x2019; response to this unusual environmental cue might be derived from different gene regulation events.</p>
<p>Current experiments are underway to quantify transcriptome-level responses of these bacteria to below background radiation in an effort to identify why radiation deprivation may increase cytoplasmic ROS. Work is also underway to test the hypothesis that radiation deprivation is a stressor in <italic>C. griseus</italic> cells and in <italic>Caenorhabditis elegans</italic> in order to evaluate whether or not the ability to sense and respond to the absence of normal levels of radiation is a trait conserved in both prokaryotic and eukaryotic cells.</p>
</sec>
<sec><title>Author Contributions</title>
<p>HC and GS designed and executed the experiment, analyzed the data, wrote and edited the manuscript.</p>
</sec>
<sec><title>Conflict of Interest Statement</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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding</bold>. These results are based upon work supported by the Department of Energy Office of Environmental Management under Award Number DE-EM0002423. This report was prepared as an account of work sponsored by an agency of the United States Government. Neither the United States Government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.</p>
</fn></fn-group>
<ack>
<p>We would like to thank Dr. Giuseppe DiCarlo of the Gran Sasso lab (<italic>Laboratori Nazionali del Gran Sasso</italic>, L&#x2019;Aquila, Italy) for his calculation representing the dose rate from the potassium in the medium used, Dr. Jeffrey Wood for the MCNP modelling and Los Alamos National Laboratory&#x2019;s Douglas Weaver, Brian Dozier and Shawn Otto for their technical assistance at WIPP.</p>
</ack>
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