<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Pathol. Oncol. Res.</journal-id>
<journal-title>Pathology &#x26; Oncology Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Pathol. Oncol. Res.</abbrev-journal-title>
<issn pub-type="epub">1532-2807</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1610751</article-id>
<article-id pub-id-type="doi">10.3389/pore.2022.1610751</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pathology and Oncology Archive</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>PARP-1 genetic polymorphism associated with radiation sensitivity of non-small cell lung cancer</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/pore.2022.1610751">10.3389/pore.2022.1610751</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Hetong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Haitao</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Shuying</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Jiaying</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Ya</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Yuxia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Genyan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1593546/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Radiation Oncology</institution>, <institution>The Tenth People&#x2019;s Hospital of Shenyang</institution>, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Radiation Oncology</institution>, <institution>The Fourth Affiliated Hospital of China Medical University</institution>, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Radiation Oncology</institution>, <institution>Liaoning Cancer Hospital</institution>, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Shandong Polytechnic College</institution>, <addr-line>Jining</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Radiation Oncology</institution>, <institution>Qingdao United Family Healthcare</institution>, <addr-line>Qingdao</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Oncology</institution>, <institution>Kailuan Hospital</institution>, <addr-line>Tangshan</addr-line>, <addr-line>Hebei</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/690235/overview">Anna Sebesty&#xe9;n</ext-link>, Semmelweis University, Hungary</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Genyan Guo, <email>gyguo@cmu.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>28</volume>
<elocation-id>1610751</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>08</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Wang, Xie, Wang, Zhao, Gao, Chen, Zhao and Guo.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wang, Xie, Wang, Zhao, Gao, Chen, Zhao and Guo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>About 70% of non-small cell lung cancer (NSCLC) patients require radiotherapy. However, due to the difference in radiation sensitivity, the treatment outcome may differ for the same pathology and choice of treatment. Poly (ADP-ribose) polymerase 1 (PARP-1) is a key gene responsible for DNA repair and is involved in base excision repair as well as repair of single strand break induced by ionizing radiation and oxidative damage. In order to investigate the relationship between PARP-1 gene polymorphism and radiation sensitivity in NSCLC, we collected 141 primary NSCLC patients undergoing three-dimensional conformal radiotherapy. For each case, the gross tumor volumes (GTV) before radiation and that after 40&#xa0;Gy radiation were measured to calculate the tumor regression rate. TaqMan real-time polymerase chain reaction was performed to genotype the single-nucleotide polymorphisms (SNPs). Genotype frequencies for PARP-1 genotypes were 14.2% for C/C, 44.7% for C/G and 41.1% for G/G. The average tumor regression rate after 40&#xa0;Gy radiation therapy was 35.1% &#xb1; 0.192. Tumor regression rate of mid-term RT of C/C genotype was 44.6% &#xb1; 0.170, which was higher than that of genotype C/G and G/G (32.4% &#xb1; 0.196 and 34.8% &#xb1; 0.188, respectively) with statistical significance (F &#x3d; 3.169 <italic>p</italic> &#x3d; 0.045). The higher tumor regression rate in patients with C/C genotype suggested that G allele was a protective factor against radiation therapy. Using the median tumor regression rate of 34%, we divided the entire cohort into two groups, and found that the frequency distribution of PARP-1 gene rs3219073 had significant difference between these two groups (<italic>p</italic> &#x3c; 0.05). These results showed that PARP-1 gene polymorphism may affect patient radiation sensitivity and predict the efficacy of radiotherapy. It therefore presents an opportunity for developing new therapeutic targets to improve radiotherapy outcome.</p>
</abstract>
<kwd-group>
<kwd>radiotherapy</kwd>
<kwd>polymorphism</kwd>
<kwd>non-small cell lung cancer (NSCLC)</kwd>
<kwd>PARP-1</kwd>
<kwd>sensitivity</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Lung cancer has the highest incidence rate and mortality rate among different malignant tumors [<xref ref-type="bibr" rid="B1">1</xref>]. It has a 5-year overall survival rate of less than 15% in USA, and even lower in China [<xref ref-type="bibr" rid="B2">2</xref>]. The non-small-cell lung cancer (NSCLC) represents 80%&#x2013;85% of newly diagnosed lung cancers. Within NSCLC patient population, about 75% patients are un-operable advanced lung cancers. Currently, radiation therapy (RT) is a crucial component for treating these patients. About 64.3% of the patients need RT at different phases during the course of treatment[<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>]. However, the post-RT tumor regression rate and local control rate can be significantly different among patients. This is mainly due to the difference in radiation sensitivity for each patient, which is closely related to a series of factors such as cell cycle, cell hypoxia, proliferative activity, DNA damage repairing, as well as apoptosis of cells [<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>]. Hence, gene polymorphism, gene mutation and epigenetic modification affecting the underlying radiobiological response can also lead to difference in sensitivity, as interrelated genes have different biological responses to radiation.</p>
<p>DNA repairing mechanism within a cancer cell involves more than 150 genes and five main pathways: base excision repair (BER), nucleotide excision repair (NER), mismatch repair (MMR), double strand break repair (DSBR) and homologous recombination repair (HRR). Each pathway is responsible for repairing different types of DNA damages. The repairing of single strand breaks is mainly performed through BER pathway, which involves key genes such as PARP-1, OGG1, APE1, XRCC1. The BER pathway repairs DNA base damages caused by oxidative reagents and alkylating agents, which plays an important role in the maintenance of DNA integrity [<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>]. It is believed that the ability of BER pathway in repairing damaged DNAs is associated with the radiosensitivity of lung cancer cells.</p>
<p>Poly (ADP-ribose) polymerase 1 (PARP-1) is a key DNA repairing gene closely involved in the BER pathway, and is responsible for single strand break repairing induced by ionizing radiation and oxidative damage [<xref ref-type="bibr" rid="B13">13</xref>]. Currently, several types of PARP-1 inhibitors have been studied in clinical trials, which have shown that inhibiting the activity of PARP-1 could inhibit DNA repair and therefore improve the damaging effect of radiotherapy and chemotherapy[<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>]. In our previous study, it was shown that PARP-1 rs3219073 gene polymorphism was closely associated with the occurrence of lung cancer [<xref ref-type="bibr" rid="B16">16</xref>]. In this work, we investigate the effect of PARP-1 gene polymorphism on the radiosensitivity of patient with lung cancer, as well as that on the effectiveness of RT. It is hypothesized that the gene repairing capacity can be affected by PARP-1 gene polymorphism, which might affect the efficacy of RT.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Study population</title>
<p>All the subjects in this work were Han population in the northern region of China without blood ties. This study has been approved by the Ethics Committee of the Fourth Affiliated Hospital of China Medical University (EC-2019-HY-016). With written consent, the peripheral blood samples were collected, and an epidemiological study was then conducted. This study included 141 primary NSCLC patients recruited from our institution between September 2009 and December 2012. All cases were pathologically confirmed and without lung operational resection. Within the patient cohort, 89 were squamous cell carcinoma, and 52 were adenocarcinoma.</p>
</sec>
<sec id="s2-2">
<title>Treatment</title>
<p>All the patient cohort underwent three-dimensional conformal radiotherapy (3D-CRT) treatment consisting of 20 treatment fractions with a total of 40&#xa0;Gy radiation dose. Within the patient cohort, 88 patients received chemotherapy for 2&#x2013;4&#xa0;weeks, and were then treated with radiotherapy 2&#xa0;weeks after the last chemotherapy and after the hemogram returned normal, the others chose radiotherapy directly and actively without chemotherapy. There was no interruption or chemotherapy during the course of radiotherapy. All patients were simulated using computer tomography (Siemens) in supine, immobilized position. The gross tumor volume (GTV) included the primary tumor and the metastasis lymph node within 1&#xa0;cm radius or that directly fused with the primary tumor. For each case, the tumor volume was measured before and after treatment. The clinical target volume (CTV) and the planning target volume (PTV) were defined by expanding the GTV with a 6&#x2013;8&#xa0;mm margin, and by expanding the CTV with a 6&#x2013;10&#xa0;mm margin, respectively. Fixed display window width and window level set by Treatment Planning System (TPS) were used for treatment planning (Pulmonary WW: 1600, WL: -300; mediastinal WW: 400, WL: 800).</p>
<p>3D-CRT was performed using a 6&#xa0;MV linear accelerator (Siemens), with the 95% prescribed dose line covering 95% of PTV. Patients were re-scanned in the same position at the end of the entire 40&#xa0;Gy treatment. The tumor target was then re-outlined to update the gross tumor volume (renamed as GTVS), clinical target volume (renamed as CTVS) and planning target volume (renamed as PTVS) after treatment. Tumor regression rate was then calculated from GTV (before RT) and GTVS (after 40&#xa0;Gy RT) using the following expression: R&#x3d; (GTV before RT - GTVS after 40&#xa0;Gy RT)/(GTV before RT) &#xd7; 100%.</p>
</sec>
<sec id="s2-3">
<title>Gene extraction and classification</title>
<p>Two milliliters of peripheral blood samples were collected from each participant and stored in sodium citrate tubes. DNA was then extracted using proteinase K (Merck) digestion and phenol&#x2013;chloroform (Dingguo Biology)extraction method. Taqman real-time polymerase chain reaction (RT-PCD) was performed (SDS software, Applied Biosystems) to genotype the single-nucleotide polymorphisms (SNPs). To test the PCD pollution in each 96-well plate and to ensure the accuracy of the genotype results, standard testing procedure using duplicate samples, negative controls without template DNA and double distilled water were performed. 10% of the samples were randomly selected to repeat blind assays. RT-PCR reactions were run in 5&#xa0;&#x3bc;l mixture including 2.5&#xa0;&#x3bc;l of Taqman Master Mix (2X), 0.25&#xa0;&#x3bc;l of primer &#x2b; probe (20X), 1.25&#xa0;&#x3bc;l of H<sub>2</sub>O, and 1.00&#xa0;&#x3bc;l of genomic DNA. Primers, Taqman probes and Master Mix were designed and provided by Applied Biosystems. PCR conditions included initial denaturing step at 95&#xb0;C for 10&#xa0;min followed by 47 cycles at 92&#xb0;C for 30s and then at 60&#xb0;C for 60s. Allelic Discrimination program of SDS software (Applied Biosystems) was used to detect the fluorescence intensity of FAM and VIC markers by different alleles, as well as to assay genotypes.</p>
</sec>
<sec id="s2-4">
<title>Statistical analysis</title>
<p>Student t tests were used (SPSS 13.0 software) to evaluate the relationship between tumor regression rate and gender, age, and histological type, respectively. Variance analysis was used to evaluate the relationship between the tumor regression rate and the stage. If <italic>p</italic> &#x3c; 0.05, SNK multiple comparison tests were used, as well as the SNPs. &#x3c7;2 tests were used to compare genotype distribution between those general characteristics.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Tumor regression rate and general characteristics of rs3219073 genotype</title>
<p>The distributions of selected characteristics of 141 lung cancer cases are shown in <xref ref-type="table" rid="T1">Table 1</xref>. Genotype frequencies for PARP-1 rs3219073 SNP genotypes were 14.2% for C/C, 44.7% for C/G and 41.1% for G/G. No statistically significant correlation was observed between genotypes and gender, age, smoking status, histological type, or clinical stage (<italic>p</italic> &#x3e; 0.05), as shown in the <xref ref-type="table" rid="T1">Table 1</xref> (last column).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Tumor regression rate and general characteristics of rs3219073 genotype.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th rowspan="2" align="left"/>
<th rowspan="2" align="center">Patients</th>
<th rowspan="2" align="center">Tumor regression rate of mid radiation therapy (mean &#xb1; SD)</th>
<th rowspan="2" align="center">
<italic>p</italic>-value<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th colspan="3" align="center">Genotype</th>
<th rowspan="2" align="center">
<italic>p</italic>-value<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
</tr>
<tr>
<th align="left">C/C</th>
<th align="left">C/G</th>
<th align="left">G/G</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Gender</td>
<td align="left">Male</td>
<td align="char" char=".">105</td>
<td align="center">35.0% &#xb1; 19.6%</td>
<td align="char" char=".">0.886</td>
<td align="char" char=".">13</td>
<td align="char" char=".">44</td>
<td align="char" char=".">48</td>
<td align="char" char=".">0.153</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Female</td>
<td align="char" char=".">36</td>
<td align="center">35.5% &#xb1; 18.2%</td>
<td align="left"/>
<td align="char" char=".">7</td>
<td align="char" char=".">19</td>
<td align="char" char=".">10</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Age</td>
<td align="left">&#x3e;60</td>
<td align="char" char=".">69</td>
<td align="center">36.3% &#xb1; 18.3%</td>
<td align="char" char=".">0.479</td>
<td align="char" char=".">9</td>
<td align="char" char=".">32</td>
<td align="char" char=".">28</td>
<td align="char" char=".">0.895</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#x2264;60</td>
<td align="char" char=".">72</td>
<td align="center">34.0% &#xb1; 20.1%</td>
<td align="left"/>
<td align="char" char=".">11</td>
<td align="char" char=".">31</td>
<td align="char" char=".">30</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Smoking status</td>
<td align="left">Yes</td>
<td align="char" char=".">98</td>
<td align="center">37.3% &#xb1; 18.1%</td>
<td align="char" char=".">0.047</td>
<td align="char" char=".">12</td>
<td align="char" char=".">48</td>
<td align="char" char=".">38</td>
<td align="char" char=".">0.270</td>
</tr>
<tr>
<td align="left"/>
<td align="left">No</td>
<td align="char" char=".">43</td>
<td align="center">30.3% &#xb1; 20.8%</td>
<td align="left"/>
<td align="char" char=".">8</td>
<td align="char" char=".">15</td>
<td align="char" char=".">20</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Histology</td>
<td align="left">Squamous carcinoma</td>
<td align="char" char=".">89</td>
<td align="center">36.8% &#xb1; 19.4%</td>
<td align="char" char=".">0.192</td>
<td align="char" char=".">12</td>
<td align="char" char=".">38</td>
<td align="char" char=".">39</td>
<td align="char" char=".">0.698</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Adenocarcinoma</td>
<td align="char" char=".">52</td>
<td align="center">32.4% &#xb1; 18.6%</td>
<td align="left"/>
<td align="char" char=".">8</td>
<td align="char" char=".">25</td>
<td align="char" char=".">19</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Pathological stage</td>
<td align="left">I</td>
<td align="char" char=".">11</td>
<td align="center">42.6% &#xb1; 19.8%</td>
<td align="char" char=".">0.507<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">6</td>
<td align="char" char=".">3</td>
<td align="char" char=".">0.454</td>
</tr>
<tr>
<td align="left"/>
<td align="left">II</td>
<td align="char" char=".">20</td>
<td align="center">32.1% &#xb1; 18.6%</td>
<td align="left"/>
<td align="char" char=".">1</td>
<td align="char" char=".">9</td>
<td align="char" char=".">10</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left">III</td>
<td align="char" char=".">84</td>
<td align="center">34.5% &#xb1; 19.7%</td>
<td align="left"/>
<td align="char" char=".">13</td>
<td align="char" char=".">33</td>
<td align="char" char=".">38</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left">IV</td>
<td align="char" char=".">26</td>
<td align="center">36.3% &#xb1; 17.7%</td>
<td align="left"/>
<td align="char" char=".">4</td>
<td align="char" char=".">15</td>
<td align="char" char=".">7</td>
<td align="left"/>
</tr>
<tr>
<td align="left">GTV group</td>
<td align="left">Small volume</td>
<td align="char" char=".">71</td>
<td align="center">33.0% &#xb1; 19.7%</td>
<td align="char" char=".">0.177</td>
<td align="char" char=".">11</td>
<td align="char" char=".">34</td>
<td align="char" char=".">26</td>
<td align="char" char=".">0.564</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Large volume</td>
<td align="char" char=".">70</td>
<td align="center">37.3% &#xb1; 18.5%</td>
<td align="left"/>
<td align="char" char=".">9</td>
<td align="char" char=".">29</td>
<td align="char" char=".">32</td>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>
<italic>p</italic>-value was calculated by t test.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>
<italic>p</italic>-value was calculated by &#x3c7;2 test.</p>
</fn>
<fn id="Tfn3">
<label>
<sup>c</sup>
</label>
<p>
<italic>p</italic>-value was calculated by variance analysis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The average tumor regression rate after 40&#xa0;Gy RT was 35.1% &#xb1; 19.2%. Three of them presented larger tumor volume than that before treatment (they were &#x2212;61.1 cm<sup>3</sup>, &#x2212;3.3&#xa0;cm<sup>3</sup>, &#x2212;2.92&#xa0;cm<sup>3</sup> respectively). Tumor regression rates of smoking patients were higher than that of non-smoking patients&#x2019; (<italic>p</italic> &#x3d; 0.047). There was no statistically correlation observed between tumor regression rate and gender, age, histological type, or clinical stage (<italic>p</italic> &#x3e; 0.05).</p>
<p>Although larger volume tumors (volume &#x3e;&#x3d; 89.97&#xa0;cm<sup>3</sup>, medium GTV) shrank more than small volume tumors (&#x3c;89.97&#xa0;cm<sup>3</sup>), there was no statistical difference in tumor regression rate between them (<italic>p</italic> &#x3d; 0.177, <xref ref-type="table" rid="T1">Table 1</xref>, last row).</p>
</sec>
<sec id="s3-2">
<title>Genetic polymorphisms and curative effect of lung cancer radiotherapy</title>
<p>The effect of radiotherapy differs for different genotype carriers, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Tumor regression rate of mid-term RT of C/C genotype was 44.6% &#xb1; 0.170, which was significantly higher than that of the other two genotypes (C/G &#x2b; G/G, modified value, 33%) with statistical differences (F &#x3d; 5.87, <italic>p</italic> &#x3d; 0.017), as shown in <xref ref-type="table" rid="T2">Table 2</xref>. In addition, there was significant difference in tumor regression rate between C/C genotype and either of the other two genotypes (C/C vs. C/G, <italic>p</italic> &#x3d; 0.013; C/C vs. G/G, <italic>p</italic> &#x3d; 0.048). No significant difference was observed between C/G vs. G/G (<italic>p</italic> &#x3d; 0.485).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Representative samples of lung cancers with different genotypes before and after radiotherapy. <bold>(A)</bold>: representative samples of lung cancers with CC genotype; <bold>(B)</bold> representative samples of lung cancers with CG genotype; <bold>(C)</bold> representative samples of lung cancers with GG genotype.</p>
</caption>
<graphic xlink:href="pore-28-1610751-g001.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Relationship between gene polymorphism and tumor regression rate of mid radiotherapy.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Genotype</th>
<th align="center">Patients</th>
<th align="center">Tumor regression rate of mid radiation therapy. (mean &#xb1; SD)</th>
<th align="center">F-value</th>
<th align="center">
<italic>p</italic>-value</th>
<th align="center">LSD <italic>p</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">C/C</td>
<td align="char" char=".">20</td>
<td align="center">44.6% &#xb1; 17.0%</td>
<td align="left"/>
<td align="left"/>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">C/G</td>
<td align="char" char=".">63</td>
<td align="center">32.4% &#xb1; 19.6%<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">3.169</td>
<td align="char" char=".">0.045</td>
<td align="char" char=".">0.013</td>
</tr>
<tr>
<td align="left">G/G</td>
<td align="char" char=".">58</td>
<td align="center">34.8% &#xb1; 18.8%<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.048</td>
</tr>
<tr>
<td align="left">C/G &#x2b; G/G</td>
<td align="char" char=".">121</td>
<td align="center">33.6% &#xb1; 19.2%<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</td>
<td align="left"/>
<td align="left"/>
<td align="char" char=".">0.017<xref ref-type="table-fn" rid="Tfn5">
<sup>b</sup>
</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn4">
<label>
<sup>a</sup>
</label>
<p>Compared with group C/C, <italic>p</italic>-value was calculated by variance analysis.</p>
</fn>
<fn id="Tfn5">
<label>
<sup>b</sup>
</label>
<p>
<italic>p</italic>-value was calculated by student t test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We further divided the entire patient cohort into two groups using the median tumor regression rate of 34.0%, and found that the frequency distribution of PARP-1 gene rs3219073 between the two groups had significant difference (<italic>p</italic> &#x3c; 0.05) (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Distribution difference of Gene polymorphisms groups by median value of tumor regression rate.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Genotype</th>
<th align="center">Patients</th>
<th align="center">&#x2264;34%</th>
<th align="center">&#x3e;34%</th>
<th align="center">&#x3c7;<sup>2</sup> -value</th>
<th align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">C/C</td>
<td align="char" char=".">20</td>
<td align="center">6 (30.0%)</td>
<td align="center">14 (70.0%)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">C/G</td>
<td align="char" char=".">63</td>
<td align="center">38 (60.3%)</td>
<td align="center">25 (39.7%)</td>
<td align="char" char=".">6.152</td>
<td align="char" char=".">0.045</td>
</tr>
<tr>
<td align="left">G/G</td>
<td align="char" char=".">58</td>
<td align="center">27 (46.6%)</td>
<td align="center">31 (53.4%)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">C/G &#x2b; G/G</td>
<td align="char" char=".">121</td>
<td align="center">65 (53.7%)</td>
<td align="center">56 (46.3%)</td>
<td align="char" char=".">3.863</td>
<td align="char" char=".">0.049</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>p</italic>-value was calculated by variance analysis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Studies have demonstrated that radiation therapy can effectively reduce the primary tumor volume, improve local control rate, and may affect the survival time. For example, Fox [<xref ref-type="bibr" rid="B17">17</xref>] found that, in the mid-term of RT, the tumor regression rate at 30Gy and 50Gy were 24.7% and 44.3%. Ramsey [<xref ref-type="bibr" rid="B18">18</xref>] observed GTV changed every week during the course of RT and found significant decrease of GTV. Although the curative effect of RT is affirmative, tumor shrinkages during RT had been shown to significantly differ among NSCLC patients. Kupelian [<xref ref-type="bibr" rid="B19">19</xref>] demonstrated that the tumors with larger original volume had higher tumor regression rate than that with smaller volume. We also had similar observation, despite that no statistical difference was found. Siker [<xref ref-type="bibr" rid="B20">20</xref>] and Woodford [<xref ref-type="bibr" rid="B21">21</xref>] found that there was no obvious relationship between tumor regression and chemotherapy, pathology, tumor original volume, radiation treatment time, or stages. In this work, we observed that volume changes of primary tumors were not correlated with gender, age, or properties of tumors. Consequently, the possibility that the patient&#x2019;s own gene mutation and epigenetic modifications result in the differences of radiation sensitivity and tumor regression rate should be considered.</p>
<p>In this study, we found a correlation between primary tumor volume change and smoking status (<italic>p</italic> &#x3d; 0.047). Studies have shown that cigarette combustion can produce a large amount of oxidation substances and Reactive Oxygen Species (ROS), which might damage cells&#x2019; genome, biomembrane, macromolecule, as well as DNA structure [<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>,<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B23">23</xref>]. The biological effect of ionizing radiation is mainly explained by the DNA damage due to direct and indirect interaction with the DNA structure of tumor cells. We observed that DNA oxidative damage caused by smoking might enhance the sensitivity of radiotherapy and contributed to a larger tumor volume reduction in this study.</p>
<p>PARP-1, existing in eukaryotic cells, is the nuclear enzyme that catalyzes poly ADP-ribosylation. PARP-1 can selectively recognize and bind with DNA polymerase in DNA gaps to maintain the integrity of the genome and repair the single strand breaks (SSBs). In addition, PARP-1 can participate in DNA double strand breaks (DSBs) repair along the HR and NHEJ pathway in the DNA replication fork [<xref ref-type="bibr" rid="B24">24</xref>]. PARP-1 can also recruit protein MRE11, ATM (ataxiatel angiectasia mutated) to suppress the transcription factors E2F4 and P130 complexes and impact the expression of breast cancer susceptibility genes BRCA1 and RAD5 [<xref ref-type="bibr" rid="B25">25</xref>], which transiently protects the DNA gaps and inhibits recombinant. PARP1 could interact with XPA, which enhances the activity of PARP1, the DNA damage-binding protein 2 (DDB2), and transcription factor II H (TFIIH), potentially involved in NER pathway. DNA injuries caused by oxidizing agents, alkylating agents and ionizing radiation can rapidly activate PARP-1 [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B26">26</xref>], and complete the DNA damage repair through the mechanisms mentioned above. Therefore, PARP-l plays an important role in maintaining and repairing genomic integrity.</p>
<p>Inhibition of PARP-l may lead to increased susceptibility to tumor by predisposing the body to DNA damage factor caused by ionizing radiation, and increase the therapeutic effect of chemotherapy and radiotherapy on cancer by decreasing DNA repair function [<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>]. Chalmers AJ et al. observed the radio-sensitization effect of PARP inhibitors <italic>in vitro</italic> and animal models with lung cancer, colorectal cancer, head and neck cancer, glioma, cervical cancer, and prostate cancer[<xref ref-type="bibr" rid="B29">29</xref>]. Many PARP-1 inhibitors had been tested in clinical studies [<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>]. Studies have shown that PARP1 inhibitors are involved in cell migration induced by inhibition of erythropoietin. The mechanism is related to the down-regulation of c-fos and expression of Egr-1 [<xref ref-type="bibr" rid="B35">35</xref>]. It was also found that mutation of BRCA1 or BRCA2 was a predictor of PARP inhibitors [<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>]. These studies indicate that PARP-1 is involved in multiple DNA repair pathways, despite that the mechanism is unclear. In previous studies, we found that the patients carrying G allele had a reduced risk of lung cancer, especially adenocarcinoma. In this study, we excluded the effects of chemotherapy and operation on the curative effects of radiotherapy, and evaluated the radiosensitivity of NSCLC patients using tumor regression rate at mid-RT of 40&#xa0;Gy/20f. We found that rs3219073 gene polymorphism may affect the radiation sensitivity. Patients with C/C genotype had higher tumor regression rate than that with C/G and G/G genotype (<italic>p</italic> &#x3d; 0.045). C/C genotype had significant difference from C/G and G/G genotypes in terms of tumor regression rate (<italic>p</italic> &#x3d; 0.013, <italic>p</italic> &#x3d; 0.048), respectively. Carrying the G allele is related with reduced tumor regression rate (<italic>p</italic> &#x3d; 0.017), which suggests that the G allele is a protective factor against RT. On the other hand, patients carrying C allele may be more sensitive to radiation therapy. As far as we know, this is the first study to report the relationship between PARP-1 genetic polymorphisms and radiation sensitivity of NSCLC. DNA is the major target of cell injury caused by ionizing radiation through SSB and DSB. Although part of them could be quickly and fidelity repaired by repair genes, it is the main mechanism of tumor cells killing by ionizing radiation [<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>]. The rs3219073 C allele gene may suppress the activity of PARP-1 repair gene, which increases lethal cellular damage, inhibits damage repair, and consequently increases the sensitivity and efficacy of RT [<xref ref-type="bibr" rid="B37">37</xref>]. Of course, further clinical trials and infra-tests are required to confirm this theory. In summary, PARP-1 gene rs3219073 polymorphism may predict the efficacy of radiotherapy and provide new therapeutic targets to improve the radiotherapy sensitivity of NSCLC patients.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The data presented in the study are included in the article. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee of the Fourth Affiliated Hospital of China Medical University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>Conception and design: HW, HX, and GG; Administrative support: GG; Provision of study materials or patients: JZ and YG; Collection and assembly of data: HW, SW, and JC; Data analysis and interpretation: HW and SW; Writing-original draft preparation: HW; Writing&#x2014;review and editing: HW, YZ, and GG; All authors have read and agreed to the published version of the manuscript. All authors listed contributed significantly to the design and implementation of the investigation.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This study was supported by Liaoning provincial hospital reforming focused clinical departments treatment capacity project &#x201c;The molecular mechanism and clinical transformation of miR-7 on radiosensitivity by regulating PARP1 and 53BP1 in non-small cell lung cancer.&#x201d; The present study was also supported by a grant from the Youth backbone support Program of China Medical University (grant no. QGZ2018064).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siegel</surname>
<given-names>RL</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>KD</given-names>
</name>
<name>
<surname>Fuchs</surname>
<given-names>HE</given-names>
</name>
<name>
<surname>Jemal</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Cancer statistics, 2021</article-title>. <source>CA Cancer J Clin</source> (<year>2021</year>) <volume>71</volume>(<issue>1</issue>):<fpage>7</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.3322/caac.21654</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>W</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Baade</surname>
<given-names>PD</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Bray</surname>
<given-names>F</given-names>
</name>
<etal/>
</person-group> <article-title>Cancer statistics in China, 2015</article-title>. <source>CA Cancer J Clin</source> (<year>2016</year>) <volume>66</volume>(<issue>2</issue>):<fpage>115</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.3322/caac.21338</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rivera</surname>
<given-names>MP</given-names>
</name>
</person-group>. <article-title>Multimodality therapy in the treatment of lung cancer</article-title>. <source>Semin Respir Crit Care Med</source> (<year>2004</year>) <volume>25</volume>:<fpage>3</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1055/s-2004-829639</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tyldesley</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Boyd</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Schulze</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Walker</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Mackillop</surname>
<given-names>WJ</given-names>
</name>
</person-group>. <article-title>Estimating the need for radiotherapy for lung cancer: An evidence-based, epidemiologic approach</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2001</year>) <volume>49</volume>(<issue>4</issue>):<fpage>973</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1016/s0360-3016(00)01401-2</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shimura</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Kakuda</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Ochiai</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Nakagawa</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Kuwahara</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Takai</surname>
<given-names>Y</given-names>
</name>
<etal/>
</person-group> <article-title>Acquired radioresistance of human tumor cells by DNA-pk/akt/gsk3beta-mediated cyclin D1 overexpression</article-title>. <source>Oncogene</source> (<year>2010</year>) <volume>29</volume>(<issue>34</issue>):<fpage>4826</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1038/onc.2010.238</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peltonen</surname>
<given-names>JK</given-names>
</name>
<name>
<surname>Vahakangas</surname>
<given-names>KH</given-names>
</name>
<name>
<surname>Helppi</surname>
<given-names>HM</given-names>
</name>
<name>
<surname>Bloigu</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Paakko</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Turpeenniemi-Hujanen</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>Specific Tp53 mutations predict aggressive phenotype in head and neck squamous cell carcinoma: A retrospective archival study</article-title>. <source>Head Neck Oncol</source> (<year>2011</year>) <volume>3</volume>:<fpage>20</fpage>. <pub-id pub-id-type="doi">10.1186/1758-3284-3-20</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parliament</surname>
<given-names>MB</given-names>
</name>
<name>
<surname>Murray</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Single nucleotide polymorphisms of DNA repair genes as predictors of radioresponse</article-title>. <source>Semin Radiat Oncol</source> (<year>2010</year>) <volume>20</volume>(<issue>4</issue>):<fpage>232</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1016/j.semradonc.2010.05.003</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karar</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Maity</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Modulating the tumor microenvironment to increase radiation responsiveness</article-title>. <source>Cancer Biol Ther</source> (<year>2009</year>) <volume>8</volume>(<issue>21</issue>):<fpage>1994</fpage>&#x2013;<lpage>2001</lpage>. <pub-id pub-id-type="doi">10.4161/cbt.8.21.9988</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baumann</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Krause</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Hill</surname>
<given-names>R</given-names>
</name>
</person-group>. <article-title>Exploring the role of cancer stem cells in radioresistance</article-title>. <source>Nat Rev Cancer</source> (<year>2008</year>) <volume>8</volume>(<issue>7</issue>):<fpage>545</fpage>&#x2013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1038/nrc2419</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yanbaeva</surname>
<given-names>DG</given-names>
</name>
<name>
<surname>Dentener</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Creutzberg</surname>
<given-names>EC</given-names>
</name>
<name>
<surname>Wesseling</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Wouters</surname>
<given-names>EFM</given-names>
</name>
</person-group>. <article-title>Systemic effects of smoking</article-title>. <source>Chest</source> (<year>2007</year>) <volume>131</volume>(<issue>5</issue>):<fpage>1557</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1378/chest.06-2179</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lyakhovich</surname>
<given-names>VV</given-names>
</name>
<name>
<surname>Vavilin</surname>
<given-names>VA</given-names>
</name>
<name>
<surname>Zenkov</surname>
<given-names>NK</given-names>
</name>
<name>
<surname>Menshchikova</surname>
<given-names>EB</given-names>
</name>
</person-group>. <article-title>Active defense under oxidative stress. The antioxidant responsive element</article-title>. <source>Biochemistry</source> (<year>2006</year>) <volume>71</volume>(<issue>9</issue>):<fpage>962</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1134/S0006297906090033</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Ueda</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Hashimoto</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Fujiwara</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Matsuyama</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Kometani</surname>
<given-names>T</given-names>
</name>
<etal/>
</person-group> <article-title>A formation mechanism for 8-hydroxy-2 &#x27;-Deoxyguanosine mediated by peroxidized 2 &#x27;-Deoxythymidine</article-title>. <source>Free Radic Biol Med</source> (<year>2008</year>) <volume>45</volume>(<issue>9</issue>):<fpage>1318</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2008.08.003</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Helden</surname>
<given-names>YGJ</given-names>
</name>
<name>
<surname>Keijer</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Heil</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Pico</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Palou</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Oliver</surname>
<given-names>P</given-names>
</name>
<etal/>
</person-group> <article-title>Beta-carotene affects oxidative stress-related DNA damage in lung epithelial cells and in ferret lung</article-title>. <source>Carcinogenesis</source> (<year>2009</year>) <volume>30</volume>(<issue>12</issue>):<fpage>2070</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1093/carcin/bgp186</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Morrison</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>GC</given-names>
</name>
<name>
<surname>Stingl</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Jackson</surname>
<given-names>SP</given-names>
</name>
<name>
<surname>Wagner</surname>
<given-names>EF</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>ZQ</given-names>
</name>
</person-group>. <article-title>Genetic interaction between parp and DNA-pk in V(D)J recombination and tumorigenesis</article-title>. <source>Nat Genet</source> (<year>1997</year>) <volume>17</volume>(<issue>4</issue>):<fpage>479</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1038/ng1297-479</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burkle</surname>
<given-names>A</given-names>
</name>
</person-group>. <article-title>Physiology and pathophysiology of poly(adp-Ribosyl)Ation</article-title>. <source>Bioessays</source> (<year>2001</year>) <volume>23</volume>(<issue>9</issue>):<fpage>795</fpage>&#x2013;<lpage>806</lpage>. <pub-id pub-id-type="doi">10.1002/Bies.1115</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>HT</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>YX</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>TL</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>L</given-names>
</name>
<etal/>
</person-group> <article-title>Parp-1 Rs3219073 polymorphism may contribute to susceptibility to lung cancer</article-title>. <source>Genet Test Mol Biomarkers</source> (<year>2014</year>) <volume>18</volume>(<issue>11</issue>):<fpage>736</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1089/gtmb.2014.0106</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fox</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Ford</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Redmond</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>DY</given-names>
</name>
</person-group>. <article-title>Quantification of tumor volume changes during radiotherapy for non-small-cell lung cancer</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2009</year>) <volume>74</volume>(<issue>2</issue>):<fpage>341</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrobp.2008.07.063</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramsey</surname>
<given-names>CR</given-names>
</name>
<name>
<surname>Langen</surname>
<given-names>KM</given-names>
</name>
<name>
<surname>Kupelian</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Scaperoth</surname>
<given-names>DD</given-names>
</name>
<name>
<surname>Meeks</surname>
<given-names>SL</given-names>
</name>
<name>
<surname>Mahan</surname>
<given-names>SL</given-names>
</name>
<etal/>
</person-group> <article-title>A technique for adaptive image-guided helical tomotherapy for lung cancer</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2006</year>) <volume>64</volume>(<issue>4</issue>):<fpage>1237</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrobp.2005.11.012</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kupelian</surname>
<given-names>PA</given-names>
</name>
<name>
<surname>Ramsey</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Meeks</surname>
<given-names>SL</given-names>
</name>
<name>
<surname>Willoughby</surname>
<given-names>TR</given-names>
</name>
<name>
<surname>Forbes</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Wagner</surname>
<given-names>TH</given-names>
</name>
<etal/>
</person-group> <article-title>Serial megavoltage ct imaging during external beam radiotherapy for non-small-cell lung cancer: Observations on tumor regression during treatment</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2005</year>) <volume>63</volume>(<issue>4</issue>):<fpage>1024</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrobp.2005.04.046</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siker</surname>
<given-names>ML</given-names>
</name>
<name>
<surname>Tome</surname>
<given-names>WA</given-names>
</name>
<name>
<surname>Mehta</surname>
<given-names>MP</given-names>
</name>
</person-group>. <article-title>Tumor volume changes on serial imaging with megavoltage ct for non-small-cell lung cancer during intensity-modulated radiotherapy: How reliable, consistent, and meaningful is the effect?</article-title> <source>Int J Radiat Oncol Biol Phys</source> (<year>2006</year>) <volume>66</volume>(<issue>1</issue>):<fpage>135</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrobp.2006.03.064</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woodford</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Yartsev</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Dar</surname>
<given-names>AR</given-names>
</name>
<name>
<surname>Bauman</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Van Dyk</surname>
<given-names>J</given-names>
</name>
</person-group>. <article-title>Adaptive radiotherapy planning on decreasing gross tumor volumes as seen on megavoltage computed tomography images</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2007</year>) <volume>69</volume>(<issue>4</issue>):<fpage>1316</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrobp.2007.07.2369</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hecht</surname>
<given-names>SS</given-names>
</name>
</person-group>. <article-title>Cigarette smoking and lung cancer: Chemical mechanisms and approaches to prevention</article-title>. <source>Lancet Oncol</source> (<year>2002</year>) <volume>3</volume>(<issue>8</issue>):<fpage>461</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/s1470-2045(02)00815-x</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bargagli</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Olivieri</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Prasse</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Muller-Quernheim</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Rottoli</surname>
<given-names>P</given-names>
</name>
</person-group>. <article-title>Oxidative stress in the pathogenesis of diffuse lung diseases: A review</article-title>. <source>Respir Med</source> (<year>2009</year>) <volume>103</volume>(<issue>9</issue>):<fpage>1245</fpage>&#x2013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1016/j.rmed.2009.04.014</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krishnakumar</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Kraus</surname>
<given-names>WL</given-names>
</name>
</person-group>. <article-title>The parp side of the nucleus: Molecular actions, physiological outcomes, and clinical targets</article-title>. <source>Mol Cel</source> (<year>2010</year>) <volume>39</volume>(<issue>1</issue>):<fpage>8</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1016/j.molcel.2010.06.017</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hegan</surname>
<given-names>DC</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Stachelek</surname>
<given-names>GC</given-names>
</name>
<name>
<surname>Crosby</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Bindra</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Glazer</surname>
<given-names>PM</given-names>
</name>
</person-group>. <article-title>Inhibition of poly(adp-ribose) polymerase down-regulates Brca1 and Rad51 in a pathway mediated by E2f4 and P130</article-title>. <source>Proc Natl Acad Sci U S A</source> (<year>2010</year>) <volume>107</volume>(<issue>5</issue>):<fpage>2201</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0904783107</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masutani</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Nakagama</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Sugimura</surname>
<given-names>T</given-names>
</name>
</person-group>. <article-title>Poly(Adp-Ribose) and carcinogenesis</article-title>. <source>Genes Chromosomes Cancer</source> (<year>2003</year>) <volume>38</volume>(<issue>4</issue>):<fpage>339</fpage>&#x2013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.1002/gcc.10250</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rouleau</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Hendzel</surname>
<given-names>MJ</given-names>
</name>
<name>
<surname>Kaufmann</surname>
<given-names>SH</given-names>
</name>
<name>
<surname>Poirier</surname>
<given-names>GG</given-names>
</name>
</person-group>. <article-title>Parp inhibition: Parp1 and beyond</article-title>. <source>Nat Rev Cancer</source> (<year>2010</year>) <volume>10</volume>(<issue>4</issue>):<fpage>293</fpage>&#x2013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1038/nrc2812</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Camero</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Ceccarelli</surname>
<given-names>S</given-names>
</name>
<name>
<surname>De Felice</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Marampon</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Mannarino</surname>
<given-names>O</given-names>
</name>
<name>
<surname>Camicia</surname>
<given-names>L</given-names>
</name>
<etal/>
</person-group> <article-title>Parp inhibitors affect growth, survival and radiation susceptibility of human alveolar and embryonal rhabdomyosarcoma cell lines</article-title>. <source>J Cancer Res Clin Oncol</source> (<year>2019</year>) <volume>145</volume>(<issue>1</issue>):<fpage>137</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1007/s00432-018-2774-6</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chalmers</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Lakshman</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Bristow</surname>
<given-names>RG</given-names>
</name>
</person-group>. <article-title>Poly(Adp-Ribose) polymerase inhibition as a model for synthetic lethality in developing radiation oncology targets</article-title>. <source>Semin Radiat Oncol</source> (<year>2010</year>) <volume>20</volume>(<issue>4</issue>):<fpage>274</fpage>&#x2013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.semradonc.2010.06.001</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wahner Hendrickson</surname>
<given-names>AE</given-names>
</name>
<name>
<surname>Menefee</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Hartmann</surname>
<given-names>LC</given-names>
</name>
<name>
<surname>Long</surname>
<given-names>HJ</given-names>
</name>
<name>
<surname>Northfelt</surname>
<given-names>DW</given-names>
</name>
<name>
<surname>Reid</surname>
<given-names>JM</given-names>
</name>
<etal/>
</person-group> <article-title>A phase I clinical trial of the poly(adp-ribose) polymerase inhibitor veliparib and weekly topotecan in patients with solid tumors</article-title>. <source>Clin Cancer Res</source> (<year>2018</year>) <volume>24</volume>(<issue>4</issue>):<fpage>744</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-17-1590</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kummar</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Kinders</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Gutierrez</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Rubinstein</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Parchment</surname>
<given-names>RE</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>LR</given-names>
</name>
<etal/>
</person-group> <article-title>Phase 0 clinical trial of the poly (Adp-Ribose) polymerase inhibitor abt-888 in patients with advanced malignancies</article-title>. <source>J Clin Oncol</source> (<year>2009</year>) <volume>27</volume>(<issue>16</issue>):<fpage>2705</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1200/JCO.2008.19.7681</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gadducci</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Cosio</surname>
<given-names>S</given-names>
</name>
</person-group>. <article-title>Randomized clinical trials and real world prospective observational studies on bevacizumab, parp inhibitors, and immune checkpoint inhibitors in the first-line treatment of advanced ovarian carcinoma: A critical review</article-title>. <source>Anticancer Res</source> (<year>2021</year>) <volume>41</volume>(<issue>10</issue>):<fpage>4673</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.21873/anticanres.15281</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fong</surname>
<given-names>PC</given-names>
</name>
<name>
<surname>Yap</surname>
<given-names>TA</given-names>
</name>
<name>
<surname>Boss</surname>
<given-names>DS</given-names>
</name>
<name>
<surname>Carden</surname>
<given-names>CP</given-names>
</name>
<name>
<surname>Mergui-Roelvink</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Gourley</surname>
<given-names>C</given-names>
</name>
<etal/>
</person-group> <article-title>Poly(Adp)-Ribose polymerase inhibition: Frequent durable responses in brca carrier ovarian cancer correlating with platinum-free interval</article-title>. <source>J Clin Oncol</source> (<year>2010</year>) <volume>28</volume>(<issue>15</issue>):<fpage>2512</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1200/JCO.2009.26.9589</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tutt</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Robson</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Garber</surname>
<given-names>JE</given-names>
</name>
<name>
<surname>Domchek</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Audeh</surname>
<given-names>MW</given-names>
</name>
<name>
<surname>Weitzel</surname>
<given-names>JN</given-names>
</name>
<etal/>
</person-group> <article-title>Oral poly(adp-ribose) polymerase inhibitor olaparib in patients with Brca1 or Brca2 mutations and advanced breast cancer: A proof-of-concept trial</article-title>. <source>Lancet (London, England)</source> (<year>2010</year>) <volume>376</volume>(<issue>9737</issue>):<fpage>235</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(10)60892-6</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Inbar</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Cohen-Armon</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Neumann</surname>
<given-names>D</given-names>
</name>
</person-group>. <article-title>Erythropoietin-driven signalling and cell migration mediated by polyadp-ribosylation</article-title>. <source>Br J Cancer</source> (<year>2012</year>) <volume>107</volume>(<issue>8</issue>):<fpage>1317</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1038/bjc.2012.395</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meyn</surname>
<given-names>RE</given-names>
</name>
<name>
<surname>Munshi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Haymach</surname>
<given-names>JV</given-names>
</name>
<name>
<surname>Milas</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Ang</surname>
<given-names>KK</given-names>
</name>
</person-group>. <article-title>Receptor signaling as a regulatory mechanism of DNA repair</article-title>. <source>Radiother Oncol</source> (<year>2009</year>) <volume>92</volume>(<issue>3</issue>):<fpage>316</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/j.radonc.2009.06.031</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barreto-Andrade</surname>
<given-names>JC</given-names>
</name>
<name>
<surname>Efimova</surname>
<given-names>EV</given-names>
</name>
<name>
<surname>Mauceri</surname>
<given-names>HJ</given-names>
</name>
<name>
<surname>Beckett</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Sutton</surname>
<given-names>HG</given-names>
</name>
<name>
<surname>Darga</surname>
<given-names>TE</given-names>
</name>
<etal/>
</person-group> <article-title>Response of human prostate cancer cells and tumors to combining parp inhibition with ionizing radiation</article-title>. <source>Mol Cancer Ther</source> (<year>2011</year>) <volume>10</volume>(<issue>7</issue>):<fpage>1185</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1158/1535-7163.MCT-11-0061</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>