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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJMM</journal-id>
<journal-title-group>
<journal-title>International Journal of Molecular Medicine</journal-title></journal-title-group>
<issn pub-type="ppub">1107-3756</issn>
<issn pub-type="epub">1791-244X</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ijmm.2014.1893</article-id>
<article-id pub-id-type="publisher-id">ijmm-34-04-1124</article-id>
<article-categories>
<subj-group>
<subject>Article</subject></subj-group></article-categories>
<title-group>
<article-title>Modulation of gene expression in endothelial cells in response to high LET nickel ion irradiation</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>BECK</surname><given-names>MICHA&#x000CB;L</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>ROMBOUTS</surname><given-names>CHARLOTTE</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>MOREELS</surname><given-names>MARJAN</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>AERTS</surname><given-names>AN</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>QUINTENS</surname><given-names>ROEL</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>TABURY</surname><given-names>KEVIN</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>MICHAUX</surname><given-names>ARLETTE</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>JANSSEN</surname><given-names>ANN</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>NEEFS</surname><given-names>MIEKE</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>ERNST</surname><given-names>ERIC</given-names></name><xref rid="af3-ijmm-34-04-1124" ref-type="aff">3</xref></contrib>
<contrib contrib-type="author">
<name><surname>DIERIKS</surname><given-names>BIRGER</given-names></name><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref><xref rid="af4-ijmm-34-04-1124" ref-type="aff">4</xref></contrib>
<contrib contrib-type="author">
<name><surname>LEE</surname><given-names>RYONFA</given-names></name><xref rid="af5-ijmm-34-04-1124" ref-type="aff">5</xref></contrib>
<contrib contrib-type="author">
<name><surname>DE VOS</surname><given-names>WINNOK H.</given-names></name><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref><xref rid="af4-ijmm-34-04-1124" ref-type="aff">4</xref><xref rid="af6-ijmm-34-04-1124" ref-type="aff">6</xref></contrib>
<contrib contrib-type="author">
<name><surname>LAMBERT</surname><given-names>CHARLES</given-names></name><xref rid="af3-ijmm-34-04-1124" ref-type="aff">3</xref></contrib>
<contrib contrib-type="author">
<name><surname>VAN OOSTVELDT</surname><given-names>PATRICK</given-names></name><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref><xref rid="af4-ijmm-34-04-1124" ref-type="aff">4</xref></contrib>
<contrib contrib-type="author">
<name><surname>BAATOUT</surname><given-names>SARAH</given-names></name><xref rid="af1-ijmm-34-04-1124" ref-type="aff">1</xref><xref rid="af2-ijmm-34-04-1124" ref-type="aff">2</xref><xref ref-type="corresp" rid="c1-ijmm-34-04-1124"/></contrib></contrib-group>
<aff id="af1-ijmm-34-04-1124">
<label>1</label>Laboratory of Radiobiology, Institute for Environment, Health and Safety, Belgian Nuclear Research Centre (SCK-CEN), Mol, Belgium</aff>
<aff id="af2-ijmm-34-04-1124">
<label>2</label>Department of Molecular Biotechnology, Ghent University, Ghent, Belgium</aff>
<aff id="af3-ijmm-34-04-1124">
<label>3</label>Laboratory of Connective Tissues Biology, GIGA-Cancer, University of Li&#x000E8;ge, Li&#x000E8;ge, Belgium</aff>
<aff id="af4-ijmm-34-04-1124">
<label>4</label>NB-Photonics, Ghent University, Ghent, Belgium</aff>
<aff id="af5-ijmm-34-04-1124">
<label>5</label>Biophysics Department, GSI Helmholtzzentrum f&#x000FC;r Schwerionenforschung, Darmstadt, Germany</aff>
<aff id="af6-ijmm-34-04-1124">
<label>6</label>Laboratory of Cell Biology and Histology, Department of Veterinary Sciences, Antwerp University, Antwerp, Belgium</aff>
<author-notes>
<corresp id="c1-ijmm-34-04-1124">Correspondence to: Professor Sarah Baatout, Laboratory of Radiobiology, Molecular and Cellular Biology Expert Group, Institute for Environment, Health and Safety, Belgian Nuclear Research Centre (SCK-CEN), Boeretang 200, 2400 Mol, Belgium, E-mail: <email>sarah.baatout@sckcen.be</email></corresp></author-notes>
<pub-date pub-type="ppub">
<month>10</month>
<year>2014</year></pub-date>
<pub-date pub-type="epub">
<day>11</day>
<month>08</month>
<year>2014</year></pub-date>
<volume>34</volume>
<issue>4</issue>
<fpage>1124</fpage>
<lpage>1132</lpage>
<history>
<date date-type="received">
<day>09</day>
<month>02</month>
<year>2014</year></date>
<date date-type="accepted">
<day>06</day>
<month>05</month>
<year>2014</year></date></history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2014, Spandidos Publications</copyright-statement>
<copyright-year>2014</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0">
<license-p>This is an open-access article licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported License. The article may be redistributed, reproduced, and reused for non-commercial purposes, provided the original source is properly cited.</license-p></license></permissions>
<abstract>
<p>Ionizing radiation can elicit harmful effects on the cardiovascular system at high doses. Endothelial cells are critical targets in radiation-induced cardiovascular damage. Astronauts performing a long-term deep space mission are exposed to consistently higher fluences of ionizing radiation that may accumulate to reach high effective doses. In addition, cosmic radiation contains high linear energy transfer (LET) radiation that is known to produce high values of relative biological effectiveness (RBE). The aim of this study was to broaden the understanding of the molecular response to high LET radiation by investigating the changes in gene expression in endothelial cells. For this purpose, a human endothelial cell line (EA.hy926) was irradiated with accelerated nickel ions (Ni) (LET, 183 keV/&#x003BC;m) at doses of 0.5, 2 and 5 Gy. DNA damage was measured 2 and 24 h following irradiation by &#x003B3;-H2AX foci detection by fluorescence microscopy and gene expression changes were measured by microarrays at 8 and 24 h following irradiation. We found that exposure to accelerated nickel particles induced a persistent DNA damage response up to 24 h after treatment. This was accompanied by a downregulation in the expression of a multitude of genes involved in the regulation of the cell cycle and an upregulation in the expression of genes involved in cell cycle checkpoints. In addition, genes involved in DNA damage response, oxidative stress, apoptosis and cell-cell signaling (cytokines) were found to be upregulated. An <italic>in silico</italic> analysis of the involved genes suggested that the transcription factors, E2F and nuclear factor (NF)-&#x003BA;B, may be involved in these cellular responses.</p></abstract>
<kwd-group>
<kwd>gene expression</kwd>
<kwd>radiation</kwd>
<kwd>high-linear energy transfer</kwd>
<kwd>cardiovascular system</kwd>
<kwd>endothelial cells</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Cardiovascular disease is considered to be one of the most important non-cancer long-term effects of ionizing radiation, as evidenced by the epidemiological data of atomic bomb survivors exposed to doses of 0.5 to 2 Gy (<xref ref-type="bibr" rid="b1-ijmm-34-04-1124">1</xref>). In the context of space exploration, high linear energy transfer (LET) radiation found in space produces high values of relative biological effectiveness (RBE), as compared to low LET radiation, such as X-rays or gamma-rays, which can increase the health risks to astronauts (<xref ref-type="bibr" rid="b2-ijmm-34-04-1124">2</xref>). Indeed, during long-term missions, such as a journey to Mars, astronauts are bound to be exposed to cumulative doses between 0.3 and 4 Sv, depending on the spacecraft shielding and on the intensity of solar particle events (<xref ref-type="bibr" rid="b3-ijmm-34-04-1124">3</xref>).</p>
<p>Heavy ion irradiation is also used for terrestrial applications, such as non-conventional radiotherapy (hadron therapy), which takes advantage of the depth distribution of the dose, which is maximal at the Bragg peak, and of the increased RBE, allowing the enhanced killing effect on tumor cells while sparing the healthy tissue (<xref ref-type="bibr" rid="b4-ijmm-34-04-1124">4</xref>,<xref ref-type="bibr" rid="b5-ijmm-34-04-1124">5</xref>). However, little is known of the molecular mechanisms involved in the enhanced killing properties of heavy ion irradiation. Improving our understanding of the effects of heavy ion radiation, particularly on the cardiovascular system that may be irradiated during treatment, is therefore of utmost importance for both long-term space missions and hadron therapy.</p>
<p>Endothelial cells are critical targets in radiation-induced cardiovascular damage (<xref ref-type="bibr" rid="b1-ijmm-34-04-1124">1</xref>,<xref ref-type="bibr" rid="b6-ijmm-34-04-1124">6</xref>,<xref ref-type="bibr" rid="b7-ijmm-34-04-1124">7</xref>). While high doses of low LET radiation induce pro-inflammatory responses in endothelial cells, the opposite has been observed upon exposure to low doses (<xref ref-type="bibr" rid="b8-ijmm-34-04-1124">8</xref>&#x02013;<xref ref-type="bibr" rid="b10-ijmm-34-04-1124">10</xref>). The mechanisms involved are not yet fully understood; however, they appear to be at least partly linked to the transcription factor, nuclear factor (NF)-&#x003BA;B, and the nitric oxide signaling pathway, which in turn mediates various cellular responses, including the secretion of cytokines &#x0005B;such as transforming growth factor (TGF)-&#x003B2;1, interleukin (IL)-6, interferon (IFN)-&#x003B3;, IFN-&#x003B2; and tumor necrosis factor (TNF)-&#x003B1;&#x0005D; and chemokines (<xref ref-type="bibr" rid="b9-ijmm-34-04-1124">9</xref>&#x02013;<xref ref-type="bibr" rid="b11-ijmm-34-04-1124">11</xref>). Another possible mechanism of radiation-induced cardiovascular alteration, as shown upon low LET radiation (<xref ref-type="bibr" rid="b12-ijmm-34-04-1124">12</xref>&#x02013;<xref ref-type="bibr" rid="b16-ijmm-34-04-1124">16</xref>), is the endothelial retraction and the impairment of cellular adhesion. Matrix metalloproteinases (MMPs), Rho GTPases, calcium signaling and reactive oxygen species seem to be important factors that stimulate modifications in cell junctions and the cytoskeleton through adhesion molecules and actin (<xref ref-type="bibr" rid="b12-ijmm-34-04-1124">12</xref>&#x02013;<xref ref-type="bibr" rid="b16-ijmm-34-04-1124">16</xref>). Although high LET radiation has been shown to reduce the length of a 3D human endothelial vessel model, both developing and mature (<xref ref-type="bibr" rid="b17-ijmm-34-04-1124">17</xref>), only a few studies have been conducted to identify the mechanisms involved in the endothelial response to high LET radiation (<xref ref-type="bibr" rid="b18-ijmm-34-04-1124">18</xref>,<xref ref-type="bibr" rid="b19-ijmm-34-04-1124">19</xref>).</p>
<p>Thus, the aim of this study was to investigate the effects of moderate and high doses of high LET nickel ion (Ni) irradiation on gene expression in endothelial cells in order to elucidate the molecular mechanisms responsible for radiation-induced cardiovascular damage. For this purpose, the EA.hy926 cell line, which originates from human umbilical vein endothelial cells, was irradiated with nickel ions (LET, 183 keV/&#x003BC;m) at moderate (0.5 Gy) and high (2 and 5 Gy) doses after which gene expression was determined by whole-genome microarray analysis.</p></sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title>Cell culture</title>
<p>The human EA.hy926 endothelial cells were obtained from the American Type Culture Collection (ATCC; Manassas, VA, USA). They were cultured (37&#x000B0;C-5&#x00025; CO<sub>2</sub>) in Dulbecco&#x02019;s modified Eagle&#x02019;s medium supplemented with 10&#x00025; fetal bovine serum and 1&#x00025; penicillin/streptomycin (all from N.V. Invitrogen S.A., Merelbeke, Belgium). The cells were regularly examined for the absence of mycoplasma using the LookOut<sup>&#x000AE;</sup> Mycoplasma PCR Detection kit (Sigma-Aldrich, St. Louis, MO, USA).</p></sec>
<sec>
<title>Nickel irradiation</title>
<p>The cells were seeded at a density of 10<sup>5</sup> cells in 12.5 cm<sup>2</sup> flasks. Twenty-four hours after plating, the flasks were placed in a transportable incubator (37&#x000B0;C) and moved from the resident laboratory (Mol, Belgium) to the GSI Helmholtzzentrum f&#x000FC;r Schwerionenforschung GmbH (Darmstadt, Germany). Forty-eight hours after plating, the subconfluent cells were irradiated in flasks completely filled with culture medium with a 1 GeV/u Ni beam at the SIS facility at GSI with the intensity controlled raster scanning technique as described by Haberer <italic>et al</italic> (<xref ref-type="bibr" rid="b20-ijmm-34-04-1124">20</xref>). The ion energy at the sample position was approximately 930 MeV/u with a LET of 183 keV/&#x003BC;m (calculated with the program code ATIMA). The culture flasks were placed vertically and exposed perpendicularly to the nickel ion beam at the following doses: 0.5, 2 and 5 Gy. Non-irradiated control samples were treated similarly to the irradiated samples, but placed out of the beam. Following irradiation, the cells were incubated (37&#x000B0;C, 5&#x00025; CO<sub>2</sub>) in 2 ml of conditioned medium until fixation time points (2, 8 and 24 h).</p></sec>
<sec>
<title>DNA double-strand break detection (detection of &#x003B3;-H2AX foci)</title>
<p>The cells were fixed in 4&#x00025; paraformaldehyde (Merck KGaA, Darmstadt, Germany) 2 and 24 h after irradiation. They were then treated with 0.25&#x00025; Triton X for 5 min, blocked with 3&#x00025; bovine serum albumin (both from Sigma-Aldrich) for 30 min and incubated overnight with mouse anti-&#x003B3;-H2AX antibody (Abcam, Cambridge, MA, USA) at 4&#x000B0;C. After a second blocking of 10 min, the cells were incubated for 1 h with anti-mouse secondary antibody coupled to FITC (Sigma-Aldrich) at 37&#x000B0;C and then mounted in Vectashield mounting medium (Vector Laboratories, Burlingame, CA, USA) with DAPI. Between each of the previous steps, the slides were washed with phosphate-buffered saline (PBS).</p>
<p>An automated inverted fluorescence microscope (TE2000-E; Nikon, Tokyo, Japan), equipped with a motorized XYZ stage, emission and excitation filter wheels, shutters and a triple dichroic mirror (436/514/604) was used for the image acquisition of the immunostained slides. Images were acquired with a 40X Plan Fluor oil objective (NA 1.3) and an Andor iXon EMCCD camera (Andor Technology, South Windsor, CT, USA). For each sample, at least 12 fields were acquired on 5 z-stack focusses (1 &#x003BC;m). The &#x003B3;-H2AX spot number and spot occupancy were analyzed with the INSCYDE plugin for ImageJ as previously described (<xref ref-type="bibr" rid="b21-ijmm-34-04-1124">21</xref>). Spot occupancy was defined for each nucleus as the sum of the spot areas divided by the nucleus area (spot_occupancy = sum (spot_area)/nuclear_area). A minimum number of 100 cells was analyzed in 2 biological replicates per condition. For statistical analyses, the data were analyzed using the Mann-Whitney U test with SPSS version 17.0 software (IBM Corp., Chicago, IL, USA) and box plots were generated using the same software. P-values &lt;0.05 were considered to indicate statistically significant differences.</p></sec>
<sec>
<title>RNA extraction</title>
<p>At 2 time points after irradiation (8 and 24 h), the adherent cells were washed in PBS, lysed in 350 ml of AllPrep DNA/RNA/Protein Mini kit lysis buffer (Qiagen, Hilden, Germany) and frozen at &#x02212;80&#x000B0;C. RNA was extracted using the same kit and its concentration was measured using a NanoDrop spectrophotometer (Thermo Fisher Scientific, Waltham, MA, USA), while its quality (RNA integrity number, RIN) was determined using Agilent&#x02019;s lab-on-chip Bioanalyzer 2100 (Agilent Technologies, Santa Clara, CA, USA). All RNA samples had a RIN value &gt;9.0.</p></sec>
<sec>
<title>Affymetrix microarrays and data analysis</title>
<p>RNA was processed using the GeneChip WT cDNA Synthesis and Amplification kit (Affymetrix, Santa Clara, CA, USA) according to the manufacturer&#x02019;s instructions. The resulting RNA was hybridized to Affymetrix Human Gene 1.0 ST arrays which contain an estimated number of 28,869 genes based on the March 2006 &#x0005B;UCSC Hg 18; National Center for Biotechnology Information (NCBI) build 36&#x0005D; human genome assembly. Biological triplicates were collected for each condition.</p>
<p>Raw data (.cel-files) were imported at exon level in Partek Genomics Suite version 6.5 (Partek, Inc., St. Louis, MO, USA). Briefly, robust multi-array average (RMA) background correction was applied, data were normalized by quantile normalization and probeset summarization was performed by the median polish method. Gene summarization was performed using one-step Tukey&#x02019;s biweight method. The obtained data were analyzed with Partek Genomics Suite for single gene analysis. One- or two-way ANOVA, taking into consideration the scan date (where applicable) and the dose as factors, were performed for each time point. In order to determine statistical significance, thresholds were set on the p-value &lt;0.001 and on the fold-change &gt;1.5.</p>
<p>The enrichment of the transcription factor binding motifs was analyzed using Pscan Ver. 1.2 (<xref ref-type="bibr" rid="b22-ijmm-34-04-1124">22</xref>) and the JASPAR database, scanning in a region from &#x02212;950 to +50 base pairs from the transcription start site.</p></sec></sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title>DNA damage</title>
<p>To assess DNA damage induction by nickel ion irradiation and evaluate the cell capacity required to repair this damage, we performed a high content cytometric assay of &#x003B3;-H2AX, 2 and 24 h after exposure. As measured by the number of &#x003B3;-H2AX foci, DNA damage was significantly increased 2 h after nickel ion irradiation (2 Gy), with an average number of 15 foci per nucleus vs. 2 foci per nucleus in the control samples (<xref rid="f1-ijmm-34-04-1124" ref-type="fig">Fig. 1A</xref>). Twenty-four hours after irradiation, the number of foci decreased to 9 per nucleus, which was significantly higher than the values of controls, indicating that part of the DNA damage persisted for at least 24 h. Similar trends were observed for the spot occupancy, which is the fraction of the projected area of the nucleus occupied by the signal from the &#x003B3;-H2AX foci (<xref rid="f1-ijmm-34-04-1124" ref-type="fig">Fig. 1B</xref>).</p></sec>
<sec>
<title>Effects of nickel irradiation on gene expression</title>
<p>In order to evaluate gene expression, we performed microarrays 8 and 24 h after irradiation. A 0.5 Gy irradiation, both after 8 and 24 h, elicited a subtle effect on gene expression in the EA.hy926 cells. Six annotated genes were differentially regulated with fold changes (FC) between 1.5 and 1.8 after 8 h, and 18 genes were differentially regulated with an FC between 1.5 and 2.3 after 24 h. A more drastic effect was observed at 5 Gy, 24 h after irradiation. At this time point, we detected the upregulation of 77 annotated genes (<xref rid="f2-ijmm-34-04-1124" ref-type="fig">Fig. 2</xref> and <xref rid="tI-ijmm-34-04-1124" ref-type="table">Table I</xref>; maximum FC, 3.4). Among these genes, cytokines and chemokines (CXCL5, TGFA, TRIM22, TNFSF9, EBI3, IL-6, IL-11 and CD70) were identified, as well as genes involved in DNA damage response (SPATA18, POLL, APOBEC3H and SESN1), cell cycle arrest (ZMAT3, MXD4, TP53INP1, HSPB8, TGFA, SESN2, BTG2, DTX3, TOB1, HBP1, CDKN1A and PLK3) and apoptosis (TP53INP1, HSPB8, TGFA, TP53I3, MOAP1, CYFIP2, TRADD, DTX3 and FAS). In addition, we observed the upregulation of genes coding for ion channels (SLC22A4, KCNJ2, ORAI3 and CLIC3), cell adhesion (CEACAM1 and NEU1) and oxidative stress response proteins (FMO4, FDXR, SIRT2 and SESN1).</p>
<p>A total of 145 annotated genes was downregulated 24 h after nickel ion irradiation (5 Gy) (<xref rid="f3-ijmm-34-04-1124" ref-type="fig">Fig. 3</xref> and <xref rid="tI-ijmm-34-04-1124" ref-type="table">Table I</xref>). The majority (62 genes) is known to be involved in various aspects of cell division, such as DNA replication, replication forks and chromosome assembly and segregation (<xref rid="tII-ijmm-34-04-1124" ref-type="table">Table II</xref> and <xref rid="f4-ijmm-34-04-1124" ref-type="fig">Fig. 4</xref>). Other downregulated genes found have been implicated in post-replicative DNA repair (UNG, UPF3A, MSH2 and MSH6), nucleotide biosynthesis (DHFR and RRM2), DNA repair (FANCA, MMS22L, NFKBIL2, RAD51, EXO1 and HMGB2), positive (YAP1) and negative regulation of apoptosis (DHRS2, DHCR24 and MTBP), Rho signaling (ARHGAP19, ARHGAP11B and RACGAP1) and cell adhesion (PVRL1 and DLGAP5).</p></sec>
<sec>
<title>Enrichment of transcription factor binding motifs</title>
<p>In order to identify the transcription factors potentially responsible for the differential gene expression upon irradiation, we scanned sequences close to the transcription start sites of these genes using Pscan (<xref ref-type="bibr" rid="b22-ijmm-34-04-1124">22</xref>). We found motifs for E2F1 among the transcription factor binding motifs enriched in the downregulated gene list, (p-value &lt;10&#x02013;19). On the other hand, we found two members of the REL family (RelA and NF-&#x003BA;B) with significantly enriched binding motifs in the list of upregulated genes (p-values &lt;0.05).</p></sec></sec>
<sec sec-type="discussion">
<title>Discussion</title>
<sec>
<title>DNA damage persists 24 h after irradiation</title>
<p>We measured a significant increase in the number of &#x003B3;-H2AX foci 2 h following nickel ion irradiation. This number was lower than the 30 spots per nucleus that we measured on average upon X-irradiation with the same dose (data not shown). However, it is not so surprising since high LET irradiation deposits high amounts of energy along well-separated tracks. For nickel ions with a LET of 183 keV/&#x003BC;m and at a dose of 2 Gy, we calculated an average of 6.8 direct particle hits per nucleus (100 &#x003BC;m<sup>2</sup>), which follows a Poisson distribution. However, we observed an average of 15 spots per nucleus. This may be due to the secondary radiation from the ion track and the basal level of endogenous &#x003B3;-H2AX foci as observed in the controls.</p>
<p>Considering that the imaging of &#x003B3;-H2AX foci was performed at the same angle as ion tracks produced by the irradiation beam, the complexity of the damage along these tracks could not be taken into account. However, the DNA damage complexity is known to be important in high LET irradiation (<xref ref-type="bibr" rid="b23-ijmm-34-04-1124">23</xref>&#x02013;<xref ref-type="bibr" rid="b26-ijmm-34-04-1124">26</xref>). Although significantly increased, the &#x003B3;-H2AX spot occupancy did not seem to be able to account for the complexity of DNA damage and showed similar results to the spot number measurement. This complex DNA damage is associated with slower repair (<xref ref-type="bibr" rid="b27-ijmm-34-04-1124">27</xref>) and therefore leads to a more pronounced delayed cellular damage (<xref ref-type="bibr" rid="b26-ijmm-34-04-1124">26</xref>). Our results revealed a significant level of &#x003B3;-H2AX foci 24 h following nickel ion irradiation, as compared to controls; this suggests the presence of complex DNA damage.</p></sec>
<sec>
<title>Effects of high LET irradiation on the cell cycle</title>
<p>Nickel ion irradiation at a dose of 0.5 Gy elicited a lower gene expression response as compared to a dose of 5 Gy, in terms of the number of regulated genes and FC. At 24 h post-irradiation (5 Gy), we observed an upregulation of 12 genes involved in cell cycle arrest and a downregulation of 62 genes involved in cell cycle progression, among which were 3 members of the E2F transcription factor family (E2F1, E2F2 and E2F8). Moreover, the transcription factor binding motifs for E2F1 were found to be highly enriched in the list of downregulated genes. E2F is a family of transcription factors known to control G1- to S-phase transition (<xref ref-type="bibr" rid="b28-ijmm-34-04-1124">28</xref>), and to regulate the expression of a large variety of genes involved in DNA replication, DNA repair and apoptosis (<xref ref-type="bibr" rid="b29-ijmm-34-04-1124">29</xref>). Among the E2F transcription factors, E2F1 is known to be stabilized upon DNA damage through its phosphorylation by ataxia telangiectasia-mutated (ATM) kinase, ATM and Rad3-related (ATR) kinase and checkpoint kinase 2 (CHK2), as well as through its acetylation (<xref ref-type="bibr" rid="b29-ijmm-34-04-1124">29</xref>). Our results suggest a major role of E2F transcription factors in the response of EA.hy926 cells to high LET irradiation.</p>
<p>Six components of the minichromosome maintenance (MCM) complex, a heterohexamer helicase essential for the initiation and elongation step of DNA replication (<xref ref-type="bibr" rid="b30-ijmm-34-04-1124">30</xref>), were downregulated. This helicase may be a target for replication checkpoints (<xref ref-type="bibr" rid="b31-ijmm-34-04-1124">31</xref>), and is thought to be regulated mostly through post-transcriptional modifications (<xref ref-type="bibr" rid="b32-ijmm-34-04-1124">32</xref>). However, our results indicate a possible transcriptional regulation of several members of the MCM complex. Apart from MCM, many of the observed downregulated genes are involved in DNA replication and in chromosome formation, maintenance and segregation, indicating their key role in cell cycle regulation in response to high LET radiation. Of note, we also reported the downregulation of 4 genes involved in post-replication DNA repair (UNG, UPF3A, MSH2 and MSH6), which may be silenced in the absence of active replication.</p>
<p>During this study, irradiation was performed on proliferating endothelial cells. The results gathered on cell cycle gene expression are therefore of moderate interest for mature blood vessels where proliferation is limited. However, as far as hadron therapy is concerned, our data indicate that high LET radiation may have a significant impact on the cellular proliferation of newly formed vascular vessels in the vicinity of the targeted tumor.</p></sec>
<sec>
<title>DNA damage response, oxidative stress and apoptosis</title>
<p>The expression of several genes involved in the DNA damage response, oxidative stress response and apoptosis was induced 24 h after 5 Gy of nickel ion irradiation, with a concomitant reduction of genes involved in DNA repair. However, these effects were not significant at a dose of 0.5 Gy, at either time points (8 and 24 h). These results suggest that a high dose of nickel ion irradiation induces a global DNA damage response, accompanied by cell cycle arrest and an increase in pro-apoptotic gene expression 24 h after irradiation.</p></sec>
<sec>
<title>Impact of radiation on genes related to cell adhesion</title>
<p>The impermeability of the endothelium is essential for the vasculature integrity and is determined by the cooperation of cell junctions and the cytoskeleton (<xref ref-type="bibr" rid="b33-ijmm-34-04-1124">33</xref>,<xref ref-type="bibr" rid="b34-ijmm-34-04-1124">34</xref>). In turn, adhesion molecules regulate cell homeostasis, growth and apoptosis (<xref ref-type="bibr" rid="b33-ijmm-34-04-1124">33</xref>). A number of cellular pathways are known to regulate cell adhesion in endothelial cells. These include growth factors, Rho GTPases, protein kinases and calcium signaling (<xref ref-type="bibr" rid="b34-ijmm-34-04-1124">34</xref>,<xref ref-type="bibr" rid="b35-ijmm-34-04-1124">35</xref>). The alteration of these pathways or of adhesion molecules may trigger the radiation-induced retraction observed by others in endothelial cells (<xref ref-type="bibr" rid="b13-ijmm-34-04-1124">13</xref>,<xref ref-type="bibr" rid="b14-ijmm-34-04-1124">14</xref>). Our study identified the differential expression of a number of genes known to be involved in cell adhesion (CEACAM1 and NEU1), cytoskeleton architecture (TUBA4A, LIMA1 and PLS1), Rho signaling (ARHGAP19, ARHGAP11B and RACGAP1) and calcium metabolism (ORAI3, CAMK2N1 and CALML4) 24 h after 5 Gy of nickel ion irradiation, which are potentially involved in endothelial cell retraction.</p></sec>
<sec>
<title>Expression of cytokines and chemokines</title>
<p>Inflammatory responses mediated by endothelial cells are believed to be involved in radiation-induced cardiovascular disease (<xref ref-type="bibr" rid="b7-ijmm-34-04-1124">7</xref>). Our study revealed the upregulation of 8 cytokines or chemokines that may be linked to inflammation (CXCL5, TGFA, TRIM22, TNFSF9, EBI3, IL-6, IL-11 and CD70). Of note, a search for transcription factor binding motifs that are significantly enriched in the list of upregulated genes upon 5 Gy of irradiation, revealed 2 members of the REL family (RelA and NF-&#x003BA;B). This family of transcription factors induces the expression of a multitude of genes, such as cytokines, proliferation, pro-survival and anti-apoptotic genes (<xref ref-type="bibr" rid="b36-ijmm-34-04-1124">36</xref>). For instance, we found IL-6 to be upregulated after 5 Gy of nickel ion irradiation. IL-6 expression was also shown to be upregulated by low-dose radiation therapy (<xref ref-type="bibr" rid="b10-ijmm-34-04-1124">10</xref>). IL-6 is known to be activated by NF-&#x003BA;B (<xref ref-type="bibr" rid="b36-ijmm-34-04-1124">36</xref>,<xref ref-type="bibr" rid="b37-ijmm-34-04-1124">37</xref>) and is thought to play a role in radiation-induced cardiovascular disease (<xref ref-type="bibr" rid="b1-ijmm-34-04-1124">1</xref>,<xref ref-type="bibr" rid="b7-ijmm-34-04-1124">7</xref>). The secretion of cytokines may also affect non-irradiated cells by a bystander effect. Indeed, in human fibroblasts, the external addition of IL-6 has been shown to increase &#x003B3;H2AX spot occupancy (<xref ref-type="bibr" rid="b38-ijmm-34-04-1124">38</xref>). The activation of NF-&#x003BA;B may be linked to the transcription factor, signal transducer and activator of transcription 3 (STAT3) (<xref ref-type="bibr" rid="b37-ijmm-34-04-1124">37</xref>), of which we also found significant binding motif enrichment.</p>
<p>In conclusion, we observed a downregulation of multiple genes involved in cell division, particularly at 24 h after nickel ion irradiation. Our results suggest an important role for E2F transcription factors in this process. The endothelial function being based on a plethora of intercellular interactions within a dynamic structure involving cell movements and turnover, cell cycle arrest may play a role in the radiation-induced cardiovascular disease. On the other hand, we observed an upregulation of various cytokines which may be induced by NF-&#x003BA;B. Other studies have also suggested that these cytokines may be linked to radiation-induced cardiovascular disease (<xref ref-type="bibr" rid="b10-ijmm-34-04-1124">10</xref>). The effects on gene expression were observed upon high doses of acute irradiation and are less relevant to space exploration. However, during hadron therapy, healthy tissues surrounding tumors, such as endothelial cells, may be subjected to high doses, which may lead to complications. In this study, we identified a multitude of potential molecular targets for further mechanistic studies out of which the gene expression changes upon high doses of nickel ion irradiation may be important for patients treated with hadron-therapy.</p></sec></sec></body>
<back>
<ack>
<title>Acknowledgements</title>
<p>This study was supported by 4 PRODEX/BELSPO/ESA contracts (C90-303, C90-380, C90-391 and 42-000-90-380) and the ESA IBER-2 program. The authors wish to thank Professor Marco Durante for providing access to the GSI irradiation facilities.</p></ack>
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<floats-group>
<fig id="f1-ijmm-34-04-1124" position="float">
<label>Figure 1</label>
<caption>
<p>Box plots of the &#x003B3;-H2AX (A) spot number per nucleus and (B) spot occupancy in human endothelial cells 2 and 24 h after irradiation with nickel ions (Ni). Dots represent outliers and stars represent extreme values. In both graphs, the spot number in the samples subjected to 2 Gy irradation (gray boxes) was significantly higher than the controls (0 Gy, white boxes), as shown by the Mann-Whitney U test.</p></caption>
<graphic xlink:href="IJMM-34-04-1124-g00.gif"/></fig>
<fig id="f2-ijmm-34-04-1124" position="float">
<label>Figure 2</label>
<caption>
<p>Number of upregulated genes in specific cellular processes 24 h after nickel ion irradiation (5 Gy). The referred processes were determined by search on the National Center for Biotechnology Information (NCBI) database.</p></caption>
<graphic xlink:href="IJMM-34-04-1124-g01.gif"/></fig>
<fig id="f3-ijmm-34-04-1124" position="float">
<label>Figure 3</label>
<caption>
<p>Number of downregulated genes in specific cellular processes 24 h after nickel ion irradiation (5 Gy). Almost half of the genes are involved in the positive regulation of the cell cycle. The referred processes were determined by search on the National Center for Biotechnology Information (NCBI) database.</p></caption>
<graphic xlink:href="IJMM-34-04-1124-g02.gif"/></fig>
<fig id="f4-ijmm-34-04-1124" position="float">
<label>Figure 4</label>
<caption>
<p>Pie chart representing proportions of genes downregulated 24 h after 5 Gy of nickel ion irradiation and involved in various processes of the cell cycle. Twenty-one percent of these genes play a role in DNA replication or in the replication forks and 41&#x00025; play a role in the chromosome assembly and segregation (kinetochore, centromeres, spindle and chromosome).</p></caption>
<graphic xlink:href="IJMM-34-04-1124-g03.gif"/></fig>
<table-wrap id="tI-ijmm-34-04-1124" position="float">
<label>Table I</label>
<caption>
<p>List of the differentially expressed genes at 8 and 24 h after 0.5 and 5 Gy of nickel ion irradiation.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th colspan="4" valign="bottom" align="center">Downregulated genes</th>
<th colspan="4" valign="bottom" align="center">Upregulated genes</th></tr>
<tr>
<th colspan="4" valign="bottom" align="left">
<hr/></th>
<th colspan="4" valign="bottom" align="left">
<hr/></th></tr>
<tr>
<th valign="bottom" align="left">Gene symbol</th>
<th valign="bottom" align="center">GenBank</th>
<th valign="bottom" align="center">p-value</th>
<th valign="bottom" align="center">FC</th>
<th valign="bottom" align="left">Gene symbol</th>
<th valign="bottom" align="center">GenBank</th>
<th valign="bottom" align="center">p-value</th>
<th valign="bottom" align="center">FC</th></tr></thead>
<tbody>
<tr>
<td colspan="8" valign="top" align="left">List of differentially expressed genes 8 h after 0.5 Gy nickel ion irradiation</td></tr>
<tr>
<td valign="top" align="left">CRYBB2</td>
<td valign="top" align="left">NM_000496</td>
<td valign="top" align="center">1,02E-03</td>
<td valign="top" align="center">&#x02212;1,800</td>
<td valign="top" align="left">HSP90AA6P</td>
<td valign="top" align="left">NR_036751</td>
<td valign="top" align="center">6,55E-03</td>
<td valign="top" align="center">1,630</td></tr>
<tr>
<td valign="top" align="left">GNAT1</td>
<td valign="top" align="left">NM_144499</td>
<td valign="top" align="center">5,54E-03</td>
<td valign="top" align="center">&#x02212;1,601</td>
<td valign="top" align="left">RFT1</td>
<td valign="top" align="left">NM_052859</td>
<td valign="top" align="center">6,83E-03</td>
<td valign="top" align="center">1,572</td></tr>
<tr>
<td valign="top" align="left">DNAJB13</td>
<td valign="top" align="left">NM_153614</td>
<td valign="top" align="center">3,79E-03</td>
<td valign="top" align="center">&#x02212;1,521</td>
<td valign="top" align="left">DEFB123</td>
<td valign="top" align="left">NM_153324</td>
<td valign="top" align="center">8,50E-03</td>
<td valign="top" align="center">1,518</td></tr>
<tr>
<td colspan="8" valign="top" align="left">List of differentially expressed genes 24 h after 0.5 Gy nickel-ion irradiation</td></tr>
<tr>
<td valign="top" align="left">UPF3A</td>
<td valign="top" align="left">NM_023011</td>
<td valign="top" align="center">1,53E-03</td>
<td valign="top" align="center">&#x02212;1,932</td>
<td valign="top" align="left">C1orf113</td>
<td valign="top" align="left">ENST00000312808</td>
<td valign="top" align="center">8,96E-03</td>
<td valign="top" align="center">2,224</td></tr>
<tr>
<td valign="top" align="left">E2F8<sup>a</sup></td>
<td valign="top" align="left">NM_024680</td>
<td valign="top" align="center">5,38E-03</td>
<td valign="top" align="center">&#x02212;1,716</td>
<td valign="top" align="left">SNORD53</td>
<td valign="top" align="left">NR_002741</td>
<td valign="top" align="center">6,78E-03</td>
<td valign="top" align="center">2,182</td></tr>
<tr>
<td valign="top" align="left">LIMA1</td>
<td valign="top" align="left">NM_001113546</td>
<td valign="top" align="center">9,63E-03</td>
<td valign="top" align="center">&#x02212;1,670</td>
<td valign="top" align="left">SLC45A4</td>
<td valign="top" align="left">BC033223</td>
<td valign="top" align="center">8,10E-03</td>
<td valign="top" align="center">2,049</td></tr>
<tr>
<td valign="top" align="left">C16orf55</td>
<td valign="top" align="left">AK303024</td>
<td valign="top" align="center">7,00E-04</td>
<td valign="top" align="center">&#x02212;1,600</td>
<td valign="top" align="left">HIST1H2BD</td>
<td valign="top" align="left">NM_021063</td>
<td valign="top" align="center">9,01E-03</td>
<td valign="top" align="center">2,028</td></tr>
<tr>
<td valign="top" align="left">HLA-DRB4</td>
<td valign="top" align="left">AK293020</td>
<td valign="top" align="center">3,18E-03</td>
<td valign="top" align="center">&#x02212;1,583</td>
<td valign="top" align="left">ZNF16</td>
<td valign="top" align="left">NM_001029976</td>
<td valign="top" align="center">3,65E-03</td>
<td valign="top" align="center">1,952</td></tr>
<tr>
<td valign="top" align="left">MCM10<sup>a</sup></td>
<td valign="top" align="left">NM_182751</td>
<td valign="top" align="center">9,77E-03</td>
<td valign="top" align="center">&#x02212;1,530</td>
<td valign="top" align="left">RNF207</td>
<td valign="top" align="left">NM_207396</td>
<td valign="top" align="center">7,07E-03</td>
<td valign="top" align="center">1,677</td></tr>
<tr>
<td valign="top" align="left">PROK2</td>
<td valign="top" align="left">NM_001126128</td>
<td valign="top" align="center">8,29E-03</td>
<td valign="top" align="center">&#x02212;1,518</td>
<td valign="top" align="left">LCE1E<sup>b</sup></td>
<td valign="top" align="left">NM_178353</td>
<td valign="top" align="center">4,89E-03</td>
<td valign="top" align="center">1,619</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="left">C10orf72</td>
<td valign="top" align="left">NM_001031746</td>
<td valign="top" align="center">6,04E-04</td>
<td valign="top" align="center">1,592</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="left">PMCH</td>
<td valign="top" align="left">NM_002674</td>
<td valign="top" align="center">7,49E-03</td>
<td valign="top" align="center">1,591</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="left">RUNDC3B</td>
<td valign="top" align="left">NM_138290</td>
<td valign="top" align="center">1,98E-03</td>
<td valign="top" align="center">1,571</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="left">ORAI3<sup>b</sup></td>
<td valign="top" align="left">NM_152288</td>
<td valign="top" align="center">7,01E-03</td>
<td valign="top" align="center">1,515</td></tr>
<tr>
<td colspan="8" valign="top" align="left">List of differentially expressed genes 24 h after 5 Gy nickel-ion irradiation</td></tr>
<tr>
<td valign="top" align="left">FAM111B<sup>a</sup></td>
<td valign="top" align="left">NM_198947</td>
<td valign="top" align="center">5,65E-03</td>
<td valign="top" align="center">&#x02212;5,894</td>
<td valign="top" align="left">ACTA2<sup>b</sup></td>
<td valign="top" align="left">NM_001141945</td>
<td valign="top" align="center">2,01E-05</td>
<td valign="top" align="center">3,424</td></tr>
<tr>
<td valign="top" align="left">PCBP1<sup>a</sup></td>
<td valign="top" align="left">NM_006196</td>
<td valign="top" align="center">6,05E-04</td>
<td valign="top" align="center">&#x02212;3,611</td>
<td valign="top" align="left">TP53INP1</td>
<td valign="top" align="left">NM_033285</td>
<td valign="top" align="center">1,02E-04</td>
<td valign="top" align="center">2,976</td></tr>
<tr>
<td valign="top" align="left">DHRS2</td>
<td valign="top" align="left">NM_182908</td>
<td valign="top" align="center">6,48E-05</td>
<td valign="top" align="center">&#x02212;3,090</td>
<td valign="top" align="left">CD70<sup>b</sup></td>
<td valign="top" align="left">NM_001252</td>
<td valign="top" align="center">9,56E-03</td>
<td valign="top" align="center">2,702</td></tr>
<tr>
<td valign="top" align="left">MCM6<sup>a</sup></td>
<td valign="top" align="left">NM_005915</td>
<td valign="top" align="center">1,81E-05</td>
<td valign="top" align="center">&#x02212;3,069</td>
<td valign="top" align="left">PHOSPHO1</td>
<td valign="top" align="left">NM_001143804</td>
<td valign="top" align="center">9,47E-04</td>
<td valign="top" align="center">2,629</td></tr>
<tr>
<td valign="top" align="left">HIST1H1T</td>
<td valign="top" align="left">NM_005323</td>
<td valign="top" align="center">6,99E-03</td>
<td valign="top" align="center">&#x02212;2,762</td>
<td valign="top" align="left">CDKN1A</td>
<td valign="top" align="left">NR_037151</td>
<td valign="top" align="center">8,27E-03</td>
<td valign="top" align="center">2,221</td></tr>
<tr>
<td valign="top" align="left">ZNF367<sup>a</sup></td>
<td valign="top" align="left">NM_153695</td>
<td valign="top" align="center">1,61E-04</td>
<td valign="top" align="center">&#x02212;2,669</td>
<td valign="top" align="left">CEACAM1</td>
<td valign="top" align="left">NM_001712</td>
<td valign="top" align="center">5,56E-04</td>
<td valign="top" align="center">2,184</td></tr>
<tr>
<td valign="top" align="left">KIF20A</td>
<td valign="top" align="left">NM_005733</td>
<td valign="top" align="center">4,17E-04</td>
<td valign="top" align="center">&#x02212;2,595</td>
<td valign="top" align="left">BTG2<sup>b</sup></td>
<td valign="top" align="left">NM_006763</td>
<td valign="top" align="center">1,08E-03</td>
<td valign="top" align="center">2,170</td></tr>
<tr>
<td valign="top" align="left">LMNB1</td>
<td valign="top" align="left">NM_005573</td>
<td valign="top" align="center">9,94E-04</td>
<td valign="top" align="center">&#x02212;2,561</td>
<td valign="top" align="left">APOBEC3H<sup>b</sup></td>
<td valign="top" align="left">NM_001166003</td>
<td valign="top" align="center">4,32E-03</td>
<td valign="top" align="center">2,070</td></tr>
<tr>
<td valign="top" align="left">HIST1H1D</td>
<td valign="top" align="left">NM_005320</td>
<td valign="top" align="center">4,45E-03</td>
<td valign="top" align="center">&#x02212;2,478</td>
<td valign="top" align="left">TRIM22<sup>b</sup></td>
<td valign="top" align="left">NM_006074</td>
<td valign="top" align="center">4,27E-04</td>
<td valign="top" align="center">2,063</td></tr>
<tr>
<td valign="top" align="left">E2F8<sup>a</sup></td>
<td valign="top" align="left">NM_024680</td>
<td valign="top" align="center">3,88E-04</td>
<td valign="top" align="center">&#x02212;2,469</td>
<td valign="top" align="left">KCNJ2<sup>b</sup></td>
<td valign="top" align="left">NM_000891</td>
<td valign="top" align="center">1,88E-03</td>
<td valign="top" align="center">2,055</td></tr>
<tr>
<td valign="top" align="left">HAUS8</td>
<td valign="top" align="left">NM_033417</td>
<td valign="top" align="center">1,71E-05</td>
<td valign="top" align="center">&#x02212;2,444</td>
<td valign="top" align="left">SPATA18<sup>b</sup></td>
<td valign="top" align="left">NM_145263</td>
<td valign="top" align="center">1,16E-06</td>
<td valign="top" align="center">2,026</td></tr>
<tr>
<td valign="top" align="left">MYBL2</td>
<td valign="top" align="left">NM_002466</td>
<td valign="top" align="center">7,56E-04</td>
<td valign="top" align="center">&#x02212;2,369</td>
<td valign="top" align="left">ZNF223<sup>b</sup></td>
<td valign="top" align="left">NM_013361</td>
<td valign="top" align="center">4,56E-03</td>
<td valign="top" align="center">1,997</td></tr>
<tr>
<td valign="top" align="left">UHRF1<sup>a</sup></td>
<td valign="top" align="left">NM_001048201</td>
<td valign="top" align="center">5,93E-03</td>
<td valign="top" align="center">&#x02212;2,363</td>
<td valign="top" align="left">LCE1E<sup>b</sup></td>
<td valign="top" align="left">NM_178353</td>
<td valign="top" align="center">8,26E-04</td>
<td valign="top" align="center">1,986</td></tr>
<tr>
<td valign="top" align="left">SRP19</td>
<td valign="top" align="left">ENST00000512790</td>
<td valign="top" align="center">6,66E-03</td>
<td valign="top" align="center">&#x02212;2,337</td>
<td valign="top" align="left">FDXR</td>
<td valign="top" align="left">NM_024417</td>
<td valign="top" align="center">1,72E-03</td>
<td valign="top" align="center">1,972</td></tr>
<tr>
<td valign="top" align="left">UPF3A</td>
<td valign="top" align="left">NM_023011</td>
<td valign="top" align="center">4,54E-04</td>
<td valign="top" align="center">&#x02212;2,292</td>
<td valign="top" align="left">TUBA4A</td>
<td valign="top" align="left">NM_006000</td>
<td valign="top" align="center">1,36E-03</td>
<td valign="top" align="center">1,932</td></tr>
<tr>
<td valign="top" align="left">DLGAP5<sup>a</sup></td>
<td valign="top" align="left">NM_014750</td>
<td valign="top" align="center">9,85E-03</td>
<td valign="top" align="center">&#x02212;2,264</td>
<td valign="top" align="left">PSTPIP2</td>
<td valign="top" align="left">NM_024430</td>
<td valign="top" align="center">5,51E-04</td>
<td valign="top" align="center">1,924</td></tr>
<tr>
<td valign="top" align="left">ATAD2<sup>a</sup></td>
<td valign="top" align="left">NM_014109</td>
<td valign="top" align="center">7,92E-03</td>
<td valign="top" align="center">&#x02212;2,239</td>
<td valign="top" align="left">ACY3<sup>b</sup></td>
<td valign="top" align="left">NM_080658</td>
<td valign="top" align="center">8,81E-03</td>
<td valign="top" align="center">1,922</td></tr>
<tr>
<td valign="top" align="left">UNG<sup>a</sup></td>
<td valign="top" align="left">NM_003362</td>
<td valign="top" align="center">2,21E-05</td>
<td valign="top" align="center">&#x02212;2,220</td>
<td valign="top" align="left">SLC40A1<sup>b</sup></td>
<td valign="top" align="left">NM_014585</td>
<td valign="top" align="center">2,55E-03</td>
<td valign="top" align="center">1,921</td></tr>
<tr>
<td valign="top" align="left">HELLS<sup>a</sup></td>
<td valign="top" align="left">NM_018063</td>
<td valign="top" align="center">8,16E-03</td>
<td valign="top" align="center">&#x02212;2,194</td>
<td valign="top" align="left">TMEM150A</td>
<td valign="top" align="left">NM_001031738</td>
<td valign="top" align="center">5,23E-04</td>
<td valign="top" align="center">1,904</td></tr>
<tr>
<td valign="top" align="left">MCM3<sup>a</sup></td>
<td valign="top" align="left">NM_002388</td>
<td valign="top" align="center">1,81E-03</td>
<td valign="top" align="center">&#x02212;2,189</td>
<td valign="top" align="left">MXD4</td>
<td valign="top" align="left">NM_006454</td>
<td valign="top" align="center">1,09E-04</td>
<td valign="top" align="center">1,903</td></tr>
<tr>
<td valign="top" align="left">FIGNL1</td>
<td valign="top" align="left">NM_001042762</td>
<td valign="top" align="center">6,39E-03</td>
<td valign="top" align="center">&#x02212;2,184</td>
<td valign="top" align="left">IL-6<sup>b</sup></td>
<td valign="top" align="left">NM_000600</td>
<td valign="top" align="center">2,89E-03</td>
<td valign="top" align="center">1,883</td></tr>
<tr>
<td valign="top" align="left">KIF11</td>
<td valign="top" align="left">NM_004523</td>
<td valign="top" align="center">9,41E-03</td>
<td valign="top" align="center">&#x02212;2,164</td>
<td valign="top" align="left">NCRNA00219</td>
<td valign="top" align="left">NR_015370</td>
<td valign="top" align="center">8,85E-03</td>
<td valign="top" align="center">1,864</td></tr>
<tr>
<td valign="top" align="left">FBXO5</td>
<td valign="top" align="left">NM_012177</td>
<td valign="top" align="center">1,38E-05</td>
<td valign="top" align="center">&#x02212;2,150</td>
<td valign="top" align="left">KBTBD8<sup>b</sup></td>
<td valign="top" align="left">NM_032505</td>
<td valign="top" align="center">8,57E-03</td>
<td valign="top" align="center">1,833</td></tr>
<tr>
<td valign="top" align="left">E2F2<sup>a</sup></td>
<td valign="top" align="left">NM_004091</td>
<td valign="top" align="center">3,11E-04</td>
<td valign="top" align="center">&#x02212;2,126</td>
<td valign="top" align="left">NIPAL3<sup>b</sup></td>
<td valign="top" align="left">NM_020448</td>
<td valign="top" align="center">1,16E-06</td>
<td valign="top" align="center">1,819</td></tr>
<tr>
<td valign="top" align="left">WDR76</td>
<td valign="top" align="left">NM_024908</td>
<td valign="top" align="center">4,11E-04</td>
<td valign="top" align="center">&#x02212;2,108</td>
<td valign="top" align="left">RAB4B</td>
<td valign="top" align="left">NM_016154</td>
<td valign="top" align="center">3,30E-03</td>
<td valign="top" align="center">1,811</td></tr>
<tr>
<td valign="top" align="left">HIST1H2BG<sup>a</sup></td>
<td valign="top" align="left">NM_003518</td>
<td valign="top" align="center">1,90E-03</td>
<td valign="top" align="center">&#x02212;2,106</td>
<td valign="top" align="left">SAT1<sup>b</sup></td>
<td valign="top" align="left">NR_027783</td>
<td valign="top" align="center">7,52E-03</td>
<td valign="top" align="center">1,810</td></tr>
<tr>
<td valign="top" align="left">LOC1720</td>
<td valign="top" align="left">NR_033423</td>
<td valign="top" align="center">1,54E-03</td>
<td valign="top" align="center">&#x02212;2,101</td>
<td valign="top" align="left">SLC22A4</td>
<td valign="top" align="left">NM_003059</td>
<td valign="top" align="center">7,67E-04</td>
<td valign="top" align="center">1,796</td></tr>
<tr>
<td valign="top" align="left">CAMK2N1</td>
<td valign="top" align="left">NM_018584</td>
<td valign="top" align="center">1,24E-03</td>
<td valign="top" align="center">&#x02212;2,091</td>
<td valign="top" align="left">NEU1</td>
<td valign="top" align="left">NM_000434</td>
<td valign="top" align="center">2,68E-03</td>
<td valign="top" align="center">1,778</td></tr>
<tr>
<td valign="top" align="left">DLEU2<sup>a</sup></td>
<td valign="top" align="left">NR_002612</td>
<td valign="top" align="center">6,87E-03</td>
<td valign="top" align="center">&#x02212;2,088</td>
<td valign="top" align="left">CYFIP2<sup>b</sup></td>
<td valign="top" align="left">NM_001037332</td>
<td valign="top" align="center">5,48E-03</td>
<td valign="top" align="center">1,770</td></tr>
<tr>
<td valign="top" align="left">MCM5<sup>a</sup></td>
<td valign="top" align="left">NM_006739</td>
<td valign="top" align="center">2,95E-04</td>
<td valign="top" align="center">&#x02212;2,084</td>
<td valign="top" align="left">TNFSF9</td>
<td valign="top" align="left">NM_003811</td>
<td valign="top" align="center">7,09E-04</td>
<td valign="top" align="center">1,736</td></tr>
<tr>
<td valign="top" align="left">ANKRD36B</td>
<td valign="top" align="left">NM_025190</td>
<td valign="top" align="center">3,63E-03</td>
<td valign="top" align="center">&#x02212;2,082</td>
<td valign="top" align="left">TMEM217<sup>b</sup></td>
<td valign="top" align="left">NM_145316</td>
<td valign="top" align="center">7,60E-03</td>
<td valign="top" align="center">1,730</td></tr>
<tr>
<td valign="top" align="left">POLA1<sup>a</sup></td>
<td valign="top" align="left">NM_016937</td>
<td valign="top" align="center">2,54E-03</td>
<td valign="top" align="center">&#x02212;2,073</td>
<td valign="top" align="left">IL-11</td>
<td valign="top" align="left">NM_000641</td>
<td valign="top" align="center">3,38E-03</td>
<td valign="top" align="center">1,721</td></tr>
<tr>
<td valign="top" align="left">BUB1B</td>
<td valign="top" align="left">NM_001211</td>
<td valign="top" align="center">1,55E-03</td>
<td valign="top" align="center">&#x02212;1,995</td>
<td valign="top" align="left">ATP6V0A4</td>
<td valign="top" align="left">NM_020632</td>
<td valign="top" align="center">7,57E-03</td>
<td valign="top" align="center">1,712</td></tr>
<tr>
<td valign="top" align="left">GPSM2</td>
<td valign="top" align="left">NM_013296</td>
<td valign="top" align="center">2,43E-04</td>
<td valign="top" align="center">&#x02212;1,988</td>
<td valign="top" align="left">FMO4</td>
<td valign="top" align="left">NM_002022</td>
<td valign="top" align="center">1,05E-03</td>
<td valign="top" align="center">1,707</td></tr>
<tr>
<td valign="top" align="left">HMGB2</td>
<td valign="top" align="left">NM_001130688</td>
<td valign="top" align="center">3,20E-03</td>
<td valign="top" align="center">&#x02212;1,979</td>
<td valign="top" align="left">WIPI1</td>
<td valign="top" align="left">NM_017983</td>
<td valign="top" align="center">7,41E-04</td>
<td valign="top" align="center">1,705</td></tr>
<tr>
<td valign="top" align="left">DHCR24</td>
<td valign="top" align="left">NM_014762</td>
<td valign="top" align="center">3,24E-04</td>
<td valign="top" align="center">&#x02212;1,970</td>
<td valign="top" align="left">HBP1</td>
<td valign="top" align="left">NM_012257</td>
<td valign="top" align="center">7,81E-03</td>
<td valign="top" align="center">1,684</td></tr>
<tr>
<td valign="top" align="left">MCM7<sup>a</sup></td>
<td valign="top" align="left">NM_005916</td>
<td valign="top" align="center">2,60E-05</td>
<td valign="top" align="center">&#x02212;1,956</td>
<td valign="top" align="left">UCN2</td>
<td valign="top" align="left">NM_033199</td>
<td valign="top" align="center">4,81E-03</td>
<td valign="top" align="center">1,683</td></tr>
<tr>
<td valign="top" align="left">ANLN</td>
<td valign="top" align="left">NM_018685</td>
<td valign="top" align="center">7,33E-03</td>
<td valign="top" align="center">&#x02212;1,953</td>
<td valign="top" align="left">bEBI3</td>
<td valign="top" align="left">NM_005755</td>
<td valign="top" align="center">1,99E-03</td>
<td valign="top" align="center">1,676</td></tr>
<tr>
<td valign="top" align="left">NDC80</td>
<td valign="top" align="left">NM_006101</td>
<td valign="top" align="center">2,04E-04</td>
<td valign="top" align="center">&#x02212;1,953</td>
<td valign="top" align="left">bFAS</td>
<td valign="top" align="left">NM_000043</td>
<td valign="top" align="center">9,18E-03</td>
<td valign="top" align="center">1,673</td></tr>
<tr>
<td valign="top" align="left">MCM2<sup>a</sup></td>
<td valign="top" align="left">NM_004526</td>
<td valign="top" align="center">2,05E-04</td>
<td valign="top" align="center">&#x02212;1,927</td>
<td valign="top" align="left">CLIC3<sup>b</sup></td>
<td valign="top" align="left">NM_004669</td>
<td valign="top" align="center">8,25E-03</td>
<td valign="top" align="center">1,666</td></tr>
<tr>
<td valign="top" align="left">CDKN3</td>
<td valign="top" align="left">NM_005192</td>
<td valign="top" align="center">9,25E-03</td>
<td valign="top" align="center">&#x02212;1,917</td>
<td valign="top" align="left">TGFA</td>
<td valign="top" align="left">NM_003236</td>
<td valign="top" align="center">1,70E-04</td>
<td valign="top" align="center">1,662</td></tr>
<tr>
<td valign="top" align="left">EMP2</td>
<td valign="top" align="left">NM_001424</td>
<td valign="top" align="center">1,87E-03</td>
<td valign="top" align="center">&#x02212;1,915</td>
<td valign="top" align="left">NCF2<sup>b</sup></td>
<td valign="top" align="left">NM_000433</td>
<td valign="top" align="center">6,46E-03</td>
<td valign="top" align="center">1,656</td></tr>
<tr>
<td valign="top" align="left">TACC3</td>
<td valign="top" align="left">NM_006342</td>
<td valign="top" align="center">2,72E-03</td>
<td valign="top" align="center">&#x02212;1,906</td>
<td valign="top" align="left">NADSYN1</td>
<td valign="top" align="left">NM_018161</td>
<td valign="top" align="center">4,99E-04</td>
<td valign="top" align="center">1,651</td></tr>
<tr>
<td valign="top" align="left">LHX2</td>
<td valign="top" align="left">NM_004789</td>
<td valign="top" align="center">8,33E-03</td>
<td valign="top" align="center">&#x02212;1,883</td>
<td valign="top" align="left">CXCL5<sup>b</sup></td>
<td valign="top" align="left">NM_002994</td>
<td valign="top" align="center">2,65E-05</td>
<td valign="top" align="center">1,643</td></tr>
<tr>
<td valign="top" align="left">NCAPG2</td>
<td valign="top" align="left">NM_017760</td>
<td valign="top" align="center">1,59E-03</td>
<td valign="top" align="center">&#x02212;1,881</td>
<td valign="top" align="left">SESN2<sup>b</sup></td>
<td valign="top" align="left">NM_031459</td>
<td valign="top" align="center">8,22E-04</td>
<td valign="top" align="center">1,642</td></tr>
<tr>
<td valign="top" align="left">DHFR</td>
<td valign="top" align="left">NM_000791</td>
<td valign="top" align="center">1,91E-05</td>
<td valign="top" align="center">&#x02212;1,878</td>
<td valign="top" align="left">HSPB8</td>
<td valign="top" align="left">NM_014365</td>
<td valign="top" align="center">1,53E-04</td>
<td valign="top" align="center">1,634</td></tr>
<tr>
<td valign="top" align="left">PER3<sup>a</sup></td>
<td valign="top" align="left">NM_016831</td>
<td valign="top" align="center">8,02E-03</td>
<td valign="top" align="center">&#x02212;1,867</td>
<td valign="top" align="left">FAM84A<sup>b</sup></td>
<td valign="top" align="left">NM_145175</td>
<td valign="top" align="center">3,91E-04</td>
<td valign="top" align="center">1,623</td></tr>
<tr>
<td valign="top" align="left">SEMA3D</td>
<td valign="top" align="left">NM_152754</td>
<td valign="top" align="center">7,14E-03</td>
<td valign="top" align="center">&#x02212;1,867</td>
<td valign="top" align="left">ORAI3<sup>b</sup></td>
<td valign="top" align="left">NM_152288</td>
<td valign="top" align="center">3,54E-03</td>
<td valign="top" align="center">1,616</td></tr>
<tr>
<td valign="top" align="left">KIFC1</td>
<td valign="top" align="left">NM_002263</td>
<td valign="top" align="center">1,96E-04</td>
<td valign="top" align="center">&#x02212;1,860</td>
<td valign="top" align="left">C9orf150<sup>b</sup></td>
<td valign="top" align="left">NM_203403</td>
<td valign="top" align="center">2,10E-03</td>
<td valign="top" align="center">1,614</td></tr>
<tr>
<td valign="top" align="left">DEPDC1B</td>
<td valign="top" align="left">NM_018369</td>
<td valign="top" align="center">5,71E-03</td>
<td valign="top" align="center">&#x02212;1,853</td>
<td valign="top" align="left">C2orf80</td>
<td valign="top" align="left">NM_001099334</td>
<td valign="top" align="center">5,67E-04</td>
<td valign="top" align="center">1,613</td></tr>
<tr>
<td valign="top" align="left">USP1</td>
<td valign="top" align="left">NM_003368</td>
<td valign="top" align="center">1,74E-03</td>
<td valign="top" align="center">&#x02212;1,848</td>
<td valign="top" align="left">PLK3</td>
<td valign="top" align="left">NM_004073</td>
<td valign="top" align="center">8,79E-03</td>
<td valign="top" align="center">1,611</td></tr>
<tr>
<td valign="top" align="left">CCNE2</td>
<td valign="top" align="left">NM_057749</td>
<td valign="top" align="center">1,34E-03</td>
<td valign="top" align="center">&#x02212;1,841</td>
<td valign="top" align="left">MAGED4<sup>b</sup></td>
<td valign="top" align="left">NM_001098800</td>
<td valign="top" align="center">1,62E-03</td>
<td valign="top" align="center">1,611</td></tr>
<tr>
<td valign="top" align="left">PRC1</td>
<td valign="top" align="left">NM_003981</td>
<td valign="top" align="center">1,06E-03</td>
<td valign="top" align="center">&#x02212;1,838</td>
<td valign="top" align="left">LRRC29</td>
<td valign="top" align="left">NM_012163</td>
<td valign="top" align="center">2,25E-06</td>
<td valign="top" align="center">1,589</td></tr>
<tr>
<td valign="top" align="left">DEPDC1</td>
<td valign="top" align="left">NM_001114120</td>
<td valign="top" align="center">1,89E-04</td>
<td valign="top" align="center">&#x02212;1,819</td>
<td valign="top" align="left">POLL</td>
<td valign="top" align="left">NM_001174084</td>
<td valign="top" align="center">2,96E-03</td>
<td valign="top" align="center">1,583</td></tr>
<tr>
<td valign="top" align="left">ORC1</td>
<td valign="top" align="left">NM_004153</td>
<td valign="top" align="center">2,50E-03</td>
<td valign="top" align="center">&#x02212;1,811</td>
<td valign="top" align="left">DFNA5</td>
<td valign="top" align="left">NM_004403</td>
<td valign="top" align="center">6,35E-04</td>
<td valign="top" align="center">1,578</td></tr>
<tr>
<td valign="top" align="left">CDCA7<sup>a</sup></td>
<td valign="top" align="left">NM_031942</td>
<td valign="top" align="center">1,42E-04</td>
<td valign="top" align="center">&#x02212;1,807</td>
<td valign="top" align="left">CRYAB</td>
<td valign="top" align="left">NM_001885</td>
<td valign="top" align="center">3,49E-04</td>
<td valign="top" align="center">1,577</td></tr>
<tr>
<td valign="top" align="left">MCM10<sup>a</sup></td>
<td valign="top" align="left">NM_182751</td>
<td valign="top" align="center">2,11E-03</td>
<td valign="top" align="center">&#x02212;1,801</td>
<td valign="top" align="left">WBP5</td>
<td valign="top" align="left">NM_016303</td>
<td valign="top" align="center">2,50E-04</td>
<td valign="top" align="center">1,569</td></tr>
<tr>
<td valign="top" align="left">CDT1<sup>a</sup></td>
<td valign="top" align="left">NM_030928</td>
<td valign="top" align="center">5,55E-03</td>
<td valign="top" align="center">&#x02212;1,800</td>
<td valign="top" align="left">SESN1</td>
<td valign="top" align="left">NM_014454</td>
<td valign="top" align="center">6,34E-03</td>
<td valign="top" align="center">1,565</td></tr>
<tr>
<td valign="top" align="left">FAM111A<sup>a</sup></td>
<td valign="top" align="left">NM_022074</td>
<td valign="top" align="center">5,61E-04</td>
<td valign="top" align="center">&#x02212;1,798</td>
<td valign="top" align="left">RDH10<sup>b</sup></td>
<td valign="top" align="left">NM_172037</td>
<td valign="top" align="center">8,25E-03</td>
<td valign="top" align="center">1,556</td></tr>
<tr>
<td valign="top" align="left">STX11<sup>a</sup></td>
<td valign="top" align="left">NM_003764</td>
<td valign="top" align="center">1,61E-03</td>
<td valign="top" align="center">&#x02212;1,795</td>
<td valign="top" align="left">BHLHE40<sup>b</sup></td>
<td valign="top" align="left">NM_003670</td>
<td valign="top" align="center">9,87E-03</td>
<td valign="top" align="center">1,553</td></tr>
<tr>
<td valign="top" align="left">MSH2<sup>a</sup></td>
<td valign="top" align="left">NM_000251</td>
<td valign="top" align="center">7,76E-04</td>
<td valign="top" align="center">&#x02212;1,794</td>
<td valign="top" align="left">FAM113A</td>
<td valign="top" align="left">AK293638</td>
<td valign="top" align="center">7,81E-04</td>
<td valign="top" align="center">1,550</td></tr>
<tr>
<td valign="top" align="left">MKKS</td>
<td valign="top" align="left">NM_018848</td>
<td valign="top" align="center">6,55E-04</td>
<td valign="top" align="center">&#x02212;1,794</td>
<td valign="top" align="left">LOC100130581</td>
<td valign="top" align="left">NR_027413</td>
<td valign="top" align="center">6,57E-03</td>
<td valign="top" align="center">1,546</td></tr>
<tr>
<td valign="top" align="left">CEP78</td>
<td valign="top" align="left">NM_001098802</td>
<td valign="top" align="center">9,07E-03</td>
<td valign="top" align="center">&#x02212;1,790</td>
<td valign="top" align="left">MOAP1</td>
<td valign="top" align="left">NM_022151</td>
<td valign="top" align="center">2,89E-04</td>
<td valign="top" align="center">1,543</td></tr>
<tr>
<td valign="top" align="left">RFC4</td>
<td valign="top" align="left">NM_002916</td>
<td valign="top" align="center">3,92E-03</td>
<td valign="top" align="center">&#x02212;1,789</td>
<td valign="top" align="left">TP53I3<sup>b</sup></td>
<td valign="top" align="left">NM_004881</td>
<td valign="top" align="center">1,71E-04</td>
<td valign="top" align="center">1,543</td></tr>
<tr>
<td valign="top" align="left">KIF23</td>
<td valign="top" align="left">NM_138555</td>
<td valign="top" align="center">3,79E-03</td>
<td valign="top" align="center">&#x02212;1,789</td>
<td valign="top" align="left">OR51B6</td>
<td valign="top" align="left">NM_001004750</td>
<td valign="top" align="center">5,49E-03</td>
<td valign="top" align="center">1,542</td></tr>
<tr>
<td valign="top" align="left">MLF1IP<sup>a</sup></td>
<td valign="top" align="left">NM_024629</td>
<td valign="top" align="center">2,81E-04</td>
<td valign="top" align="center">&#x02212;1,785</td>
<td valign="top" align="left">NIPSNAP1<sup>b</sup></td>
<td valign="top" align="left">NM_003634</td>
<td valign="top" align="center">3,88E-04</td>
<td valign="top" align="center">1,541</td></tr>
<tr>
<td valign="top" align="left">CEP55</td>
<td valign="top" align="left">NM_018131</td>
<td valign="top" align="center">4,87E-04</td>
<td valign="top" align="center">&#x02212;1,782</td>
<td valign="top" align="left">HHAT<sup>b</sup></td>
<td valign="top" align="left">NM_001170580</td>
<td valign="top" align="center">2,41E-03</td>
<td valign="top" align="center">1,536</td></tr>
<tr>
<td valign="top" align="left">TCF19<sup>a</sup></td>
<td valign="top" align="left">NM_007109</td>
<td valign="top" align="center">6,78E-04</td>
<td valign="top" align="center">&#x02212;1,781</td>
<td valign="top" align="left">ARR3</td>
<td valign="top" align="left">NM_004312</td>
<td valign="top" align="center">7,01E-04</td>
<td valign="top" align="center">1,535</td></tr>
<tr>
<td valign="top" align="left">BUB1</td>
<td valign="top" align="left">NM_004336</td>
<td valign="top" align="center">6,08E-04</td>
<td valign="top" align="center">&#x02212;1,780</td>
<td valign="top" align="left">SIRT2<sup>b</sup></td>
<td valign="top" align="left">NM_012237</td>
<td valign="top" align="center">4,30E-03</td>
<td valign="top" align="center">1,533</td></tr>
<tr>
<td valign="top" align="left">CHAF1B</td>
<td valign="top" align="left">NM_005441</td>
<td valign="top" align="center">1,22E-03</td>
<td valign="top" align="center">&#x02212;1,773</td>
<td valign="top" align="left">C15orf33<sup>b</sup></td>
<td valign="top" align="left">NM_152647</td>
<td valign="top" align="center">1,43E-03</td>
<td valign="top" align="center">1,526</td></tr>
<tr>
<td valign="top" align="left">EZH2<sup>a</sup></td>
<td valign="top" align="left">NM_004456</td>
<td valign="top" align="center">5,38E-04</td>
<td valign="top" align="center">&#x02212;1,772</td>
<td valign="top" align="left">RBKS<sup>b</sup></td>
<td valign="top" align="left">NM_022128</td>
<td valign="top" align="center">5,82E-03</td>
<td valign="top" align="center">1,523</td></tr>
<tr>
<td valign="top" align="left">PLK4</td>
<td valign="top" align="left">NM_014264</td>
<td valign="top" align="center">2,16E-04</td>
<td valign="top" align="center">&#x02212;1,757</td>
<td valign="top" align="left">DTX3<sup>b</sup></td>
<td valign="top" align="left">NM_178502</td>
<td valign="top" align="center">4,95E-03</td>
<td valign="top" align="center">1,519</td></tr>
<tr>
<td valign="top" align="left">E2F1<sup>a</sup></td>
<td valign="top" align="left">NM_005225</td>
<td valign="top" align="center">1,61E-03</td>
<td valign="top" align="center">&#x02212;1,755</td>
<td valign="top" align="left">TOB1</td>
<td valign="top" align="left">NM_005749</td>
<td valign="top" align="center">6,18E-03</td>
<td valign="top" align="center">1,517</td></tr>
<tr>
<td valign="top" align="left">H1F0<sup>a</sup></td>
<td valign="top" align="left">NM_005318</td>
<td valign="top" align="center">1,51E-04</td>
<td valign="top" align="center">&#x02212;1,740</td>
<td valign="top" align="left">ADCY4<sup>b</sup></td>
<td valign="top" align="left">NM_001198592</td>
<td valign="top" align="center">5,24E-03</td>
<td valign="top" align="center">1,514</td></tr>
<tr>
<td valign="top" align="left">CEP57L1</td>
<td valign="top" align="left">NM_001083535</td>
<td valign="top" align="center">5,12E-03</td>
<td valign="top" align="center">&#x02212;1,739</td>
<td valign="top" align="left">ARL15</td>
<td valign="top" align="left">NM_019087</td>
<td valign="top" align="center">1,98E-03</td>
<td valign="top" align="center">1,512</td></tr>
<tr>
<td valign="top" align="left">NUSAP1<sup>a</sup></td>
<td valign="top" align="left">NM_016359</td>
<td valign="top" align="center">8,15E-05</td>
<td valign="top" align="center">&#x02212;1,730</td>
<td valign="top" align="left">TRADD<sup>b</sup></td>
<td valign="top" align="left">NM_003789</td>
<td valign="top" align="center">2,41E-03</td>
<td valign="top" align="center">1,509</td></tr>
<tr>
<td valign="top" align="left">ESPL1</td>
<td valign="top" align="left">NM_012291</td>
<td valign="top" align="center">9,12E-03</td>
<td valign="top" align="center">&#x02212;1,724</td>
<td valign="top" align="left">ZMAT3<sup>b</sup></td>
<td valign="top" align="left">NM_022470</td>
<td valign="top" align="center">5,71E-05</td>
<td valign="top" align="center">1,502</td></tr>
<tr>
<td valign="top" align="left">KIF2C</td>
<td valign="top" align="left">NM_006845</td>
<td valign="top" align="center">7,54E-04</td>
<td valign="top" align="center">&#x02212;1,718</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">DEPDC4</td>
<td valign="top" align="left">NM_152317</td>
<td valign="top" align="center">3,25E-03</td>
<td valign="top" align="center">&#x02212;1,714</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">MSH6</td>
<td valign="top" align="left">NM_000179</td>
<td valign="top" align="center">6,14E-03</td>
<td valign="top" align="center">&#x02212;1,712</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">CDC6<sup>a</sup></td>
<td valign="top" align="left">NM_001254</td>
<td valign="top" align="center">2,07E-03</td>
<td valign="top" align="center">&#x02212;1,710</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">PM20D2<sup>a</sup></td>
<td valign="top" align="left">NM_001010853</td>
<td valign="top" align="center">7,65E-04</td>
<td valign="top" align="center">&#x02212;1,706</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">PVRL1</td>
<td valign="top" align="left">NM_002855</td>
<td valign="top" align="center">9,24E-03</td>
<td valign="top" align="center">&#x02212;1,693</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">C16orf55</td>
<td valign="top" align="left">AK303024</td>
<td valign="top" align="center">3,86E-04</td>
<td valign="top" align="center">&#x02212;1,691</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">RRM2<sup>a</sup></td>
<td valign="top" align="left">NM_001165931</td>
<td valign="top" align="center">7,98E-03</td>
<td valign="top" align="center">&#x02212;1,687</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">HIST1H3F<sup>a</sup></td>
<td valign="top" align="left">NM_021018</td>
<td valign="top" align="center">8,20E-03</td>
<td valign="top" align="center">&#x02212;1,682</td>
<td valign="top" align="left">DDX12</td>
<td valign="top" align="left">NR_033399</td>
<td valign="top" align="center">3,55E-03</td>
<td valign="top" align="center">&#x02212;1,570</td></tr>
<tr>
<td valign="top" align="left">ZNF716</td>
<td valign="top" align="left">NM_001159279</td>
<td valign="top" align="center">2,70E-04</td>
<td valign="top" align="center">&#x02212;1,682</td>
<td valign="top" align="left">FLJ30064</td>
<td valign="top" align="left">AK054626</td>
<td valign="top" align="center">2,40E-03</td>
<td valign="top" align="center">&#x02212;1,562</td></tr>
<tr>
<td valign="top" align="left">KIAA1524</td>
<td valign="top" align="left">NM_020890</td>
<td valign="top" align="center">1,99E-04</td>
<td valign="top" align="center">&#x02212;1,680</td>
<td valign="top" align="left">USP37<sup>a</sup></td>
<td valign="top" align="left">NM_020935</td>
<td valign="top" align="center">3,15E-04</td>
<td valign="top" align="center">&#x02212;1,566</td></tr>
<tr>
<td valign="top" align="left">FANCA<sup>a</sup></td>
<td valign="top" align="left">NM_000135</td>
<td valign="top" align="center">6,54E-06</td>
<td valign="top" align="center">&#x02212;1,680</td>
<td valign="top" align="left">PLS1</td>
<td valign="top" align="left">NM_001172312</td>
<td valign="top" align="center">9,23E-04</td>
<td valign="top" align="center">&#x02212;1,559</td></tr>
<tr>
<td valign="top" align="left">KLHL23</td>
<td valign="top" align="left">NM_144711</td>
<td valign="top" align="center">8,07E-03</td>
<td valign="top" align="center">&#x02212;1,679</td>
<td valign="top" align="left">MT4</td>
<td valign="top" align="left">NM_032935</td>
<td valign="top" align="center">7,81E-03</td>
<td valign="top" align="center">&#x02212;1,558</td></tr>
<tr>
<td valign="top" align="left">CDCA2</td>
<td valign="top" align="left">NM_152562</td>
<td valign="top" align="center">3,22E-03</td>
<td valign="top" align="center">&#x02212;1,677</td>
<td valign="top" align="left">GTSE1</td>
<td valign="top" align="left">NM_016426</td>
<td valign="top" align="center">6,65E-03</td>
<td valign="top" align="center">&#x02212;1,556</td></tr>
<tr>
<td valign="top" align="left">WHSC1</td>
<td valign="top" align="left">NM_133330</td>
<td valign="top" align="center">7,07E-04</td>
<td valign="top" align="center">&#x02212;1,677</td>
<td valign="top" align="left">KCTD12<sup>a</sup></td>
<td valign="top" align="left">NM_138444</td>
<td valign="top" align="center">7,18E-03</td>
<td valign="top" align="center">&#x02212;1,555</td></tr>
<tr>
<td valign="top" align="left">MMS22L</td>
<td valign="top" align="left">NM_198468</td>
<td valign="top" align="center">2,44E-04</td>
<td valign="top" align="center">&#x02212;1,675</td>
<td valign="top" align="left">ZNF749<sup>a</sup></td>
<td valign="top" align="left">NM_001023561</td>
<td valign="top" align="center">3,89E-03</td>
<td valign="top" align="center">&#x02212;1,553</td></tr>
<tr>
<td valign="top" align="left">FAM72D</td>
<td valign="top" align="left">AB096683</td>
<td valign="top" align="center">2,28E-03</td>
<td valign="top" align="center">&#x02212;1,674</td>
<td valign="top" align="left">CENPH<sup>a</sup></td>
<td valign="top" align="left">NM_022909</td>
<td valign="top" align="center">1,88E-03</td>
<td valign="top" align="center">&#x02212;1,547</td></tr>
<tr>
<td valign="top" align="left">KIAA0101<sup>a</sup></td>
<td valign="top" align="left">NM_014736</td>
<td valign="top" align="center">2,64E-03</td>
<td valign="top" align="center">&#x02212;1,663</td>
<td valign="top" align="left">DDX11</td>
<td valign="top" align="left">NM_030653</td>
<td valign="top" align="center">7,35E-04</td>
<td valign="top" align="center">&#x02212;1,545</td></tr>
<tr>
<td valign="top" align="left">AREG</td>
<td valign="top" align="left">NM_001657</td>
<td valign="top" align="center">8,49E-03</td>
<td valign="top" align="center">&#x02212;1,658</td>
<td valign="top" align="left">SNX5</td>
<td valign="top" align="left">NM_152227</td>
<td valign="top" align="center">4,96E-03</td>
<td valign="top" align="center">&#x02212;1,543</td></tr>
<tr>
<td valign="top" align="left">GINS2<sup>a</sup></td>
<td valign="top" align="left">NM_016095</td>
<td valign="top" align="center">7,86E-03</td>
<td valign="top" align="center">&#x02212;1,657</td>
<td valign="top" align="left">MTBP<sup>a</sup></td>
<td valign="top" align="left">NM_022045</td>
<td valign="top" align="center">4,20E-03</td>
<td valign="top" align="center">&#x02212;1,539</td></tr>
<tr>
<td valign="top" align="left">ARHGAP11B<sup>a</sup></td>
<td valign="top" align="left">NM_001039841</td>
<td valign="top" align="center">1,80E-03</td>
<td valign="top" align="center">&#x02212;1,657</td>
<td valign="top" align="left">GAR1</td>
<td valign="top" align="left">NM_018983</td>
<td valign="top" align="center">8,34E-03</td>
<td valign="top" align="center">&#x02212;1,539</td></tr>
<tr>
<td valign="top" align="left">LYAR</td>
<td valign="top" align="left">NM_017816</td>
<td valign="top" align="center">9,45E-03</td>
<td valign="top" align="center">&#x02212;1,656</td>
<td valign="top" align="left">NUF2</td>
<td valign="top" align="left">NM_145697</td>
<td valign="top" align="center">2,74E-04</td>
<td valign="top" align="center">&#x02212;1,531</td></tr>
<tr>
<td valign="top" align="left">YAP1</td>
<td valign="top" align="left">NM_001130145</td>
<td valign="top" align="center">1,60E-03</td>
<td valign="top" align="center">&#x02212;1,655</td>
<td valign="top" align="left">CCNF<sup>a</sup></td>
<td valign="top" align="left">NM_001761</td>
<td valign="top" align="center">8,64E-04</td>
<td valign="top" align="center">&#x02212;1,529</td></tr>
<tr>
<td valign="top" align="left">PKP4</td>
<td valign="top" align="left">NM_003628</td>
<td valign="top" align="center">4,89E-03</td>
<td valign="top" align="center">&#x02212;1,653</td>
<td valign="top" align="left">PBK<sup>a</sup></td>
<td valign="top" align="left">NM_018492</td>
<td valign="top" align="center">3,92E-03</td>
<td valign="top" align="center">&#x02212;1,528</td></tr>
<tr>
<td valign="top" align="left">FGF12</td>
<td valign="top" align="left">NM_021032</td>
<td valign="top" align="center">2,85E-03</td>
<td valign="top" align="center">&#x02212;1,649</td>
<td valign="top" align="left">NCAPH</td>
<td valign="top" align="left">NM_015341</td>
<td valign="top" align="center">3,03E-05</td>
<td valign="top" align="center">&#x02212;1,521</td></tr>
<tr>
<td valign="top" align="left">NFKBIL2</td>
<td valign="top" align="left">NM_013432</td>
<td valign="top" align="center">2,44E-03</td>
<td valign="top" align="center">&#x02212;1,632</td>
<td valign="top" align="left">EXO1<sup>a</sup></td>
<td valign="top" align="left">NM_130398</td>
<td valign="top" align="center">3,35E-03</td>
<td valign="top" align="center">&#x02212;1,521</td></tr>
<tr>
<td valign="top" align="left">FOXD4L3<sup>a</sup></td>
<td valign="top" align="left">NM_199135</td>
<td valign="top" align="center">3,14E-03</td>
<td valign="top" align="center">&#x02212;1,631</td>
<td valign="top" align="left">NOS1AP</td>
<td valign="top" align="left">NM_014697</td>
<td valign="top" align="center">7,34E-03</td>
<td valign="top" align="center">&#x02212;1,520</td></tr>
<tr>
<td valign="top" align="left">CALML4</td>
<td valign="top" align="left">NM_033429</td>
<td valign="top" align="center">6,12E-03</td>
<td valign="top" align="center">&#x02212;1,609</td>
<td valign="top" align="left">RACGAP1</td>
<td valign="top" align="left">NM_013277</td>
<td valign="top" align="center">6,33E-03</td>
<td valign="top" align="center">&#x02212;1,517</td></tr>
<tr>
<td valign="top" align="left">DSCC1</td>
<td valign="top" align="left">NM_024094</td>
<td valign="top" align="center">2,26E-03</td>
<td valign="top" align="center">&#x02212;1,602</td>
<td valign="top" align="left">CLCNKA</td>
<td valign="top" align="left">NM_004070</td>
<td valign="top" align="center">2,68E-03</td>
<td valign="top" align="center">&#x02212;1,517</td></tr>
<tr>
<td valign="top" align="left">PRIM1</td>
<td valign="top" align="left">NM_000946</td>
<td valign="top" align="center">2,41E-05</td>
<td valign="top" align="center">&#x02212;1,593</td>
<td valign="top" align="left">FAM133B</td>
<td valign="top" align="left">NM_001040057</td>
<td valign="top" align="center">7,16E-03</td>
<td valign="top" align="center">&#x02212;1,515</td></tr>
<tr>
<td valign="top" align="left">DTL<sup>a</sup></td>
<td valign="top" align="left">NM_016448</td>
<td valign="top" align="center">2,55E-04</td>
<td valign="top" align="center">&#x02212;1,591</td>
<td valign="top" align="left">DUX4L4<sup>a</sup></td>
<td valign="top" align="left">NM_001177376</td>
<td valign="top" align="center">8,97E-03</td>
<td valign="top" align="center">&#x02212;1,514</td></tr>
<tr>
<td valign="top" align="left">WDHD1</td>
<td valign="top" align="left">NM_007086</td>
<td valign="top" align="center">5,97E-04</td>
<td valign="top" align="center">&#x02212;1,590</td>
<td valign="top" align="left">GABRA6</td>
<td valign="top" align="left">NM_000811</td>
<td valign="top" align="center">3,58E-03</td>
<td valign="top" align="center">&#x02212;1,513</td></tr>
<tr>
<td valign="top" align="left">SUN2</td>
<td valign="top" align="left">NM_015374</td>
<td valign="top" align="center">2,49E-03</td>
<td valign="top" align="center">&#x02212;1,586</td>
<td valign="top" align="left">L2HGDH</td>
<td valign="top" align="left">NM_024884</td>
<td valign="top" align="center">3,44E-03</td>
<td valign="top" align="center">&#x02212;1,512</td></tr>
<tr>
<td valign="top" align="left">PHF10<sup>a</sup></td>
<td valign="top" align="left">NM_018288</td>
<td valign="top" align="center">2,15E-03</td>
<td valign="top" align="center">&#x02212;1,583</td>
<td valign="top" align="left">CDKN2C</td>
<td valign="top" align="left">NM_001262</td>
<td valign="top" align="center">1,50E-03</td>
<td valign="top" align="center">&#x02212;1,511</td></tr>
<tr>
<td valign="top" align="left">SKA1</td>
<td valign="top" align="left">NM_001039535</td>
<td valign="top" align="center">4,42E-04</td>
<td valign="top" align="center">&#x02212;1,576</td>
<td valign="top" align="left">ARHGAP19</td>
<td valign="top" align="left">NM_032900</td>
<td valign="top" align="center">1,78E-03</td>
<td valign="top" align="center">&#x02212;1,510</td></tr>
<tr>
<td valign="top" align="left">CNTNAP3<sup>a</sup></td>
<td valign="top" align="left">NM_033655</td>
<td valign="top" align="center">2,76E-04</td>
<td valign="top" align="center">&#x02212;1,576</td>
<td valign="top" align="left">SLFN11</td>
<td valign="top" align="left">NM_001104587</td>
<td valign="top" align="center">5,13E-03</td>
<td valign="top" align="center">&#x02212;1,508</td></tr>
<tr>
<td valign="top" align="left">RAD51<sup>a</sup></td>
<td valign="top" align="left">NM_002875</td>
<td valign="top" align="center">2,80E-03</td>
<td valign="top" align="center">&#x02212;1,575</td>
<td valign="top" align="left">C14orf80</td>
<td valign="top" align="left">NM_001134875</td>
<td valign="top" align="center">1,09E-03</td>
<td valign="top" align="center">&#x02212;1,506</td></tr>
<tr>
<td valign="top" align="left">CDCA8</td>
<td valign="top" align="left">NM_018101</td>
<td valign="top" align="center">4,13E-04</td>
<td valign="top" align="center">&#x02212;1,573</td>
<td valign="top" align="left">NCAPG</td>
<td valign="top" align="left">NM_022346</td>
<td valign="top" align="center">3,17E-03</td>
<td valign="top" align="center">&#x02212;1,501</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-ijmm-34-04-1124">
<p>The genes containing a potential binding motif for E2F1 or NF-&#x003BA;B are respectively marked by &#x02018;a&#x02019; and &#x02018;b&#x02019;. The score of all marked genes was calculated by Pscan to be higher than the average matching score for all the promoters of the genome.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="tII-ijmm-34-04-1124" position="float">
<label>Table II</label>
<caption>
<p>List of the downregulated genes involved in cell cycle progression 24 h after 5 Gy of nickel ion irradiation.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="bottom" align="left">DNA replication</th>
<th valign="bottom" align="center">Replication forks</th>
<th valign="bottom" align="center">Spindle</th>
<th valign="bottom" align="center">Kinetochore</th>
<th valign="bottom" align="center">Centromeres</th>
<th valign="bottom" align="center">Chromosome formation/stability</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">PRIM1</td>
<td valign="top" align="left">MCM6<sup>a</sup></td>
<td valign="top" align="left">HAUS8</td>
<td valign="top" align="left">NDC80</td>
<td valign="top" align="left">PLK4</td>
<td valign="top" align="left">NCAPH</td></tr>
<tr>
<td valign="top" align="left">CDC6<sup>a</sup></td>
<td valign="top" align="left">MCM7<sup>a</sup></td>
<td valign="top" align="left">KIFC1</td>
<td valign="top" align="left">NUF2</td>
<td valign="top" align="left">MLF1IP</td>
<td valign="top" align="left">DDX11</td></tr>
<tr>
<td valign="top" align="left">DSCC1</td>
<td valign="top" align="left">MCM2<sup>a</sup></td>
<td valign="top" align="left">NUSAP1<sup>a</sup></td>
<td valign="top" align="left">SKA1</td>
<td valign="top" align="left">CEP55</td>
<td valign="top" align="left">PHF10<sup>a</sup></td></tr>
<tr>
<td valign="top" align="left">ORC1</td>
<td valign="top" align="left">MCM5<sup>a</sup></td>
<td valign="top" align="left">CDCA8</td>
<td valign="top" align="left"/>
<td valign="top" align="left">CENPH<sup>a</sup></td>
<td valign="top" align="left">NCAPG2</td></tr>
<tr>
<td valign="top" align="left">POLA1<sup>a</sup></td>
<td valign="top" align="left">MCM3<sup>a</sup></td>
<td valign="top" align="left">KIF20A</td>
<td valign="top" align="left"/>
<td valign="top" align="left">CEP57L1</td>
<td valign="top" align="left">NCAPG</td></tr>
<tr>
<td valign="top" align="left">GINS2<sup>a</sup></td>
<td valign="top" align="left">MCM10<sup>a</sup></td>
<td valign="top" align="left">SKA1</td>
<td valign="top" align="left"/>
<td valign="top" align="left">CEP78</td>
<td valign="top" align="left">CDCA2</td></tr>
<tr>
<td valign="top" align="left">CDT1<sup>a</sup></td>
<td valign="top" align="left">NFKBIL2</td>
<td valign="top" align="left">BUB1</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">RFC4</td>
<td valign="top" align="left">KIF2C</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">PRC1</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">BUB1B</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">KIF23</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">ESPL1</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">KIF11</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/></tr></tbody></table>
<table-wrap-foot><fn id="tfn2-ijmm-34-04-1124">
<p>The genes containing a potential binding motif for E2F1 or NF-&#x003BA;B are marked by &#x02018;a&#x02019;. The score of all marked genes was calculated by Pscan to be higher than the average matching score for all the promoters of the genome.</p></fn></table-wrap-foot></table-wrap></floats-group></article>
