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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">OL</journal-id>
<journal-title-group>
<journal-title>Oncology Letters</journal-title>
</journal-title-group>
<issn pub-type="ppub">1792-1074</issn>
<issn pub-type="epub">1792-1082</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ol.2020.12114</article-id>
<article-id pub-id-type="publisher-id">OL-0-0-12114</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Brother of regulator of imprinted sites inhibits cisplatin-induced DNA damage in non-small cell lung cancer</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Yanmei</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref>
<xref rid="fn1-ol-0-0-12114" ref-type="author-notes">&#x002A;</xref>
<xref rid="c1-ol-0-0-12114" ref-type="corresp"/></contrib>
<contrib contrib-type="author"><name><surname>Song</surname><given-names>Yongfei</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref>
<xref rid="fn1-ol-0-0-12114" ref-type="author-notes">&#x002A;</xref></contrib>
<contrib contrib-type="author"><name><surname>Li</surname><given-names>Chao</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Ren</surname><given-names>Juan</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Fang</surname><given-names>Mengdie</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Fang</surname><given-names>Jianfei</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref>
<xref rid="af2-ol-0-0-12114" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Xiaoju</given-names></name>
<xref rid="af1-ol-0-0-12114" ref-type="aff">1</xref>
<xref rid="c1-ol-0-0-12114" ref-type="corresp"/></contrib>
</contrib-group>
<aff id="af1-ol-0-0-12114"><label>1</label>Center for Molecular Medicine, Hangzhou Medical College, Hangzhou, Zhejiang 310012, P.R. China</aff>
<aff id="af2-ol-0-0-12114"><label>2</label>Department of Pathology, Institute of Cancer Research and Basic Medical Sciences of Chinese Academy of Sciences, Cancer Hospital of University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China</aff>
<author-notes>
<corresp id="c1-ol-0-0-12114"><italic>Correspondence to</italic>: Dr Xiaoju Wang or Professor Yanmei Zhang, Center for Molecular Medicine, Hangzhou Medical College, 182 Tianmushan Road, Hangzhou, Zhejiang 310012, P.R. China, E-mail: <email>wang.x.george@gmail.com</email>, E-mail: <email>yanmeizhang81@yahoo.com</email></corresp>
<fn id="fn1-ol-0-0-12114"><label>&#x002A;</label><p>Contributed equally</p></fn></author-notes>
<pub-date pub-type="ppub">
<month>11</month>
<year>2020</year></pub-date>
<pub-date pub-type="epub">
<day>17</day>
<month>09</month>
<year>2020</year></pub-date>
<volume>20</volume>
<issue>5</issue>
<elocation-id>251</elocation-id>
<history>
<date date-type="received"><day>29</day><month>09</month><year>2019</year></date>
<date date-type="accepted"><day>27</day><month>05</month><year>2020</year></date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; Zhang et al.</copyright-statement>
<copyright-year>2020</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p>Cisplatin (DDP) chemotherapy is the primary modality of treatment for non-small cell lung cancer (NSCLC). However, due to the occurrence of DDP resistance, only a limited number of patients benefit from this treatment regimen. Brother of Regulator of Imprinted Sites (BORIS) is expressed elevated in NSCLC. Whether BORIS is involved in the DDP resistance of NSCLC is currently undetermined. The association between <italic>BORIS</italic> expression and overall survival rate of 156 patients with NSCLC who received DDP chemotherapy was analyzed in the present study. In order to investigate the function of BORIS in DDP chemotherapy, <italic>BORIS</italic> was silenced or overexpressed in four NSCLC cell lines. The cell viabilities, apoptosis and DNA damage induced by DDP were evaluated in these cell lines. In addition, the regulations of DNA repair genes were assessed, including <italic>POLH, ERCC1, BRCA1, MSH6</italic> and <italic>XPA</italic>. The present study demonstrated that high <italic>BORIS</italic> expression was associated with decreased overall survival rate in patients with NSCLC who received DDP chemotherapy. The patients who benefited and went into remission following DDP therapy expressed a relatively low level of <italic>BORIS</italic>, suggesting the potential function of BORIS in DDP resistance. Cell experiments revealed that NSCLC cells that had a higher proliferation rate and resisted DDP treatment expressed a relatively higher level of <italic>BORIS</italic>. Knockdown of <italic>BORIS</italic> in NSCLC cells induced DNA damage; inhibiting cell proliferation and sensitizing cells to DDP treatment. In contrast, <italic>BORIS</italic> overexpression suppressed DDP-induced DNA damage. Notably, the mismatch repair factor mutS homolog 6 (<italic>MSH6</italic>) was regulated by BORIS, indicating its association with BORIS-associated DDP resistance in NSCLC. The findings of the present study suggest that BORIS suppresses DNA damage and promotes the progression of NSCLC and DDP resistance. The present study indicates the potential application of BORIS in NSCLC therapy and prognosis.</p>
</abstract>
<kwd-group>
<kwd>chemotherapy response</kwd>
<kwd>cisplatin resistance</kwd>
<kwd>CTCF like factor</kwd>
<kwd>DNA repair</kwd>
<kwd>genome instability</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Non-small cell lung cancer (NSCLC) accounts for ~80&#x0025; of all types of lung cancer and was reported the leading cause of cancer-associated mortality worldwide in 2016 (<xref rid="b1-ol-0-0-12114" ref-type="bibr">1</xref>,<xref rid="b2-ol-0-0-12114" ref-type="bibr">2</xref>). Cisplatin (DDP)-based chemotherapy regimens are recommended as the standard treatment modalities for NSCLC; however, only ~20&#x0025; of patients respond to the treatment (<xref rid="b3-ol-0-0-12114" ref-type="bibr">3</xref>,<xref rid="b4-ol-0-0-12114" ref-type="bibr">4</xref>).</p>
<p>Brother of Regulator of Imprinted Sites (<italic>BORIS</italic>, also known as CCCTC-binding factor like, the paralogue of CCCTC-binding factor (CTCF), is abnormally expressed in the majority or different types of cancer and is therefore considered as a potential therapeutic target for breast, lung and cervical carcinoma (<xref rid="b5-ol-0-0-12114" ref-type="bibr">5</xref>&#x2013;<xref rid="b7-ol-0-0-12114" ref-type="bibr">7</xref>). However, the functions of BORIS in carcinoma remain unknown. In our previous study (<xref rid="b8-ol-0-0-12114" ref-type="bibr">8</xref>), it was revealed that BORIS suppressed apoptosis and resisted fluorouracil (5-FU) treatment in colorectal cancer. Since 5-FU or DDP induces DNA damage and apoptosis of carcinoma cells (<xref rid="b9-ol-0-0-12114" ref-type="bibr">9</xref>&#x2013;<xref rid="b11-ol-0-0-12114" ref-type="bibr">11</xref>), BORIS may induce resistance to DDP therapy. Based on the prevalent expression of <italic>BORIS</italic> and the high incidence of DDP resistance in NSCLC (<xref rid="b4-ol-0-0-12114" ref-type="bibr">4</xref>,<xref rid="b12-ol-0-0-12114" ref-type="bibr">12</xref>), it is worth investigating whether BORIS contributes to DDP resistance in NSCLC.</p>
<p>Studies on platinum resistance in different types of cancer, such as ovarian cancer, lung cancer and breast cancer have revealed multiple complex resistance mechanisms, including the decreased accumulation of platinum, a decline in DDP-DNA adduct levels and an increase in DNA damage repair (<xref rid="b9-ol-0-0-12114" ref-type="bibr">9</xref>,<xref rid="b13-ol-0-0-12114" ref-type="bibr">13</xref>,<xref rid="b14-ol-0-0-12114" ref-type="bibr">14</xref>). On the other hand, cancer cells are also able to correct intrinsic pathways, such as the DNA repair system (including DNA excision and mismatch repair systems) and apoptosis to defend against environmental toxins for survival (<xref rid="b9-ol-0-0-12114" ref-type="bibr">9</xref>,<xref rid="b14-ol-0-0-12114" ref-type="bibr">14</xref>). It has been reported that aberrant activation of DNA repair pathways of NSCLC contributes to DDP resistance (<xref rid="b15-ol-0-0-12114" ref-type="bibr">15</xref>&#x2013;<xref rid="b18-ol-0-0-12114" ref-type="bibr">18</xref>).</p>
<p>The presents study aimed to investigate whether BORIS promoted NSCLC cell proliferation and protected NSCLC cells from being injured by DDP. BORIS was used as the candidate target for NSCLC therapy to decrease DDP resistance.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Cell culture and transfection</title>
<p>Cell lines K562, H1299, A549 and H460 were purchased from the American Type Culture Collection. In the three lung cancer cell lines, H1299 lacks the expression of p53 protein. A549 and H460 cells are detectable for p53 (<xref rid="b19-ol-0-0-12114" ref-type="bibr">19</xref>). A549/DDP (DDP-resistant A549 cell line) was purchased from Shanghai ExCell Biology, Inc. Cells were cultured in RPMI 1640 medium containing 10&#x0025; heat-inactivated fetal bovine serum (FBS; Gemini Company, <uri xlink:href="https://www.gembio.com/products">http://www.gembio.com/products</uri>) at 37&#x00B0;C and in a humidified atmosphere containing 5&#x0025; CO<sub>2</sub> for 1 week.</p>
<p>Lipofectamine<sup>&#x00AE;</sup> 3000 reagent (Thermo Fisher Scientific, Inc.) was used to transfect pBORIS plasmids purchased from OriGene Technologies Inc.. The empty vector control was constructed in our previous study (<xref rid="b7-ol-0-0-12114" ref-type="bibr">7</xref>). According to the requirement of Lipofectamine<sup>&#x00AE;</sup> 3000, 70&#x0025; confluent cells were prepared for the transfection. Plasmid DNA (1 &#x00B5;g) was transfected per well into6-well plates. Plasmid (50 ng) was transfected per well into 96-well plates. Lipofectamine RNAiMAX (Thermo Fisher Scientific, Inc.) was used to knockdown genes according to the manufacturer&#x0027;s instructions. Two siRNAs (siRNA-1 and siRNA-2) that targeted <italic>BORIS</italic> mRNA were used to knockdown <italic>BORIS</italic>. All small interfering RNAs (siRNA) were chemically synthesized by Xiang Yin Biotechnology Co., Ltd. (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SI</xref>). The DDP treatment on transfected cells were performed one day after transfection.</p>
</sec>
<sec>
<title>Reverse transcription-quantitative (RT-q) PCR</title>
<p>Cells (5&#x00D7;10<sup>5</sup>) were harvested from cell culture plates. RNA was extracted using TRIzol<sup>&#x00AE;</sup> reagent (Thermo Fisher Scientific, Inc.) and ethanol precipitation. Samples were quantified using the NanoDrop 2000 system (Thermo Fisher Scientific, Inc.) and proceeded to reverse transcription. The kit (cat. no. CW0741) used for reverse transcription was purchased from cwbiotech Beijing (<uri xlink:href="https://www.cwbiotech.com/home.html">https://www.cwbiotech.com/home.html</uri>). Subsequently, gene expression levels were quantified using SYBR Green based qPCR (cwbiotech Beijing). The thermocycling conditions were as follow: Initial denaturation at 95&#x00B0;C for 3 min; 45 cycles of denaturation at 95&#x00B0;C for 10 sec, annealing at 60&#x00B0;C for 10 sec, elongation at 72&#x00B0;C for 30 sec; and afinal extension at 72&#x00B0;C for 30 sec. Amplification and signal capture were performed by Bio-Rad CFX connect real-time system (Bio-Rad Laboratories). GAPDH and &#x03B2;-actin were used as the internal control genes to evaluate the expression levels of the candidate genes. The primer sequences used for qPCR are presented in <xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SII</xref>.</p>
</sec>
<sec>
<title>Western blotting</title>
<p>Total protein was extracted from collected samples using RIPA buffer (Beyotime Institute of Biotechnology) supplemented with phenylmethylsulfonyl fluoride (cat. no. CAS 329-98-6; Sigma-Aldrich; Merck KGaA) and protease inhibitor cocktail (cat. no. 04693159001; Roche Applied Science). Total protein was quantified using the bicinchoninic acid kit (cat. no. P0012S; Beyotime Institute of Biotechnology) and 30 &#x00B5;g protein/lane was separated via 10&#x0025; SDS-PAGE gel. The separated proteins were subsequently transferred onto nitrocellulose membranes and blocked with 5&#x0025; skimmed milk for 1 h at room temperature. The membranes were incubated with BORIS polyclone primary antibody (cat. no. Ab126778; Abcam) overnight at 4&#x00B0;C. The BORIS antibody was diluted by 0.1&#x0025; in 2&#x0025; skimmed milk. Following the primary incubation, membranes were incubated with secondary antibody conjugated with HRP (cat. no. DW-0990; Dawen Biotechnology Co., Ltd., <uri xlink:href="http://www.dawenbio.com">www.dawenbio.com</uri>) for 2 h at room temperature, which was diluted by 0.05&#x0025; in 2&#x0025; skimmed milk and used for subsequent experimentation. Protein blots were detected using the Advansta ECL system (cat. no. K-12043-D10; Advansta Inc., <uri xlink:href="https://advansta.com">http://advansta.com</uri>) and visualized using the Bio-Rad chemidoc XRS&#x002B; system (Bio-Rad Laboratories, Inc.).</p>
</sec>
<sec>
<title>Cell viability analysis and colony formation assay</title>
<p>For the cell viability assays, 2,000 cells were seeded onto 96 well-plates/well. Cells were incubated with MTT (500 &#x00B5;g/ml, cat. no. M2128, Sigma-Aldrich; Merck KGaA) at 37&#x00B0;C for 4 h in the dark. Following the MTT incubation, the purple formazan crystals were dissolved using 100 &#x00B5;l dimethyl sulfoxide for 15 min at room temperature, and viability was subsequently analyzed at a wavelength of 490 nm, using a BioTeck Synergy 2 plate reader system (<uri xlink:href="http://www.mtxlsi.com/bio-tek-synergy-2.htm">http://www.mtxlsi.com/bio-tek-synergy-2.htm</uri>).</p>
<p>For the colony formation assays, treated cells were seeded onto 6 well plates and fixed with 4&#x0025; formaldehyde for 20 min at 37&#x00B0;C, and subsequently rinsed twice with PBS. Cells were stained with 0.5&#x0025; crystal violet for 30 min at room temperature. Images were capturedusing white light channel in Bio-Rad chemidoc XRS&#x002B; system (Bio-Rad Laboratories, Inc.).</p>
</sec>
<sec>
<title>Flow cytometry (FACS) assay</title>
<p>The Alexa Fluor 488 Annexin V/Dead Cell Apoptosis kit (cat. no. V13241) was obtained from Thermo Fisher Scientific, Inc. Following treatment with DDP, ~10<sup>6</sup> cells were harvested and washed twice in cold PBS. According to the manual, 1X annexin binding buffer was used to dilute the Annexin V and propidium iodide (PI). Cells were then resuspended and incubated in Annexin V/PI working buffer at room temperature for 15 min in the dark. Subsequently, cells were stored in the dark and on ice. FACS was performed using a FACSCalibur (BD Biosciences) to detect apoptotic cells. Data analysis was performed using FlowJo software (version no. 7.6.1; FlowJo LLC).</p>
</sec>
<sec>
<title>Immunofluorescence and TUNEL assay</title>
<p>Cells mounted on coverslips were prepared for treatments. After treatments cells were fixed with 4&#x0025; formaldehyde for 20 min at 37&#x00B0;C and subsequently permeabilized with 0.3&#x0025; Triton X-100 for 10 min at room temperature. Cells were subsequently blocked with 1&#x0025; bovine serum albumin (BSA; Sangon Biotech Co., Ltd.) for 30 min at room temperature. Cells were incubated with primary antibody (1:200 in 1&#x0025; BSA) overnight at 4&#x00B0;C. Cells were washed three times with PBS and subsequently incubated with secondary antibodies conjugated with tetramethyl rhodamine isothiocyanate (TRITC) or fluorescein-5-isothiocyanate (FITC; 1:200 in 1&#x0025; BSA) for 1 h at room temperature. Cell nuclei were stained using DAPI (0.5 &#x00B5;g/ml) at room temperature for 5 min. Coverslips were re-washed four times and visualized using a Leica fluorescence microscope (magnification, &#x00D7;20). BORIS primary antibody (cat. no. Ab126778) was purchased from Abcam and &#x03B3;H2AX antibody (cat. no. 05-636) was purchased from EMD Millipore. Primary antibodies were diluted 1:200 in 1&#x0025; BSA. Flag antibody (cat. no. R1180B) was purchased from OriGene Technologies, Inc. FITC conjugated rabbit antibody (cat. no. DW-GAR001, <uri xlink:href="http://www.dawenbio.com">www.dawenbio.com</uri>) and TRITC conjugated mouse antibody (cat. no. DW-A0521, <uri xlink:href="http://www.dawenbio.com">www.dawenbio.com</uri>) were purchased from Dawen Biotechnology Co., Ltd..</p>
<p>TUNEL apoptosis detection kit (FITC) was bought from Shanghai Yeasen Biotechnology Co., Ltd.. The TUNEL reaction system was incubated at 37&#x00B0;C for 2 h in the dark. The cells were washed twice with PBS for 5 min. DAPI (1:6,000) was used to stain the nucleus in a dark room for 5 min in room temperature. After 2 washes with PBS, coverslips were sealed with glycerol and mounted onto slides. A Leica fluorescence microscope was used to visualize the cells and more than three scopes of images were captured by 20&#x00D7; objective lens for further analysis.</p>
</sec>
<sec>
<title>RNA-sequencing (RNA-seq) analysis</title>
<p>RNA-seq data and the clinical information for patients with NSCLC treated with DDP were downloaded from The Cancer Genome Atlas (TGCA) data portal and manually curated (<xref rid="b11-ol-0-0-12114" ref-type="bibr">11</xref>) (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SIII</xref>). Clinical characteristics for the lung cancer cases (n=156) include age, sex, ethnicity, BORIS expression [fragments per kilobase of exon model per million reads mapped (FPKM)], clinical-stage (Tumor-Node-Metastasis; TNM) (<xref rid="b3-ol-0-0-12114" ref-type="bibr">3</xref>) and survival span. Treatment outcomes were recorded for 23 patients (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SIV</xref>). Cancer tissues from 16 of the 23 patients were collected and analyzed before DDP treatment, which were shown to be &#x2018;prospective&#x2019; in the present study. Cancer tissues from 7 of the 23 patients were collected and analyzed after DDP treatment, which were shown to be &#x2018;retrospective&#x2019; in the present study (<xref rid="tI-ol-0-0-12114" ref-type="table">Table I</xref>). Survival probabilities of 156 NSCLC patients were evaluated when the patients were divided into two groups using a cut-off value of 0.0035 (FPKM).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Lung cancer classification for stagingwas referenced to worldwide standard (<xref rid="b20-ol-0-0-12114" ref-type="bibr">20</xref>). <italic>BORIS</italic> expression differences between patient groups were analyzed using the &#x03C7;<sup>2</sup> test (<xref rid="tI-ol-0-0-12114" ref-type="table">Table I</xref>). The survival probabilities of investigated patients were analyzed via the Kaplan-Meier method and compared using the log-rank test. <italic>BORIS</italic> expression differences between NSCLC cell lines were analyzed by one-way ANOVA followed Tukey post-hoc test. All experiments were performed in triplicate. Statistical analysis was performed using SPSS 24.0 software (IBM Corp.) or GraphPad Prism software (version 5.0; GraphPad Software, Inc.). Statistical differences were analyzed by paired Student&#x0027;s t-test and presented as the mean &#x00B1; standard deviation. P&#x003C;0.05 was considered to indicate a statistically significant difference.</p>
</sec>
</sec>
</sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title/>
<sec>
<title>Patients with NSCLC with higher BORIS expression have a shorter survival span following DDP therapy</title>
<p>A total of 156 patients with NSCLC who received DDP treatment were extracted from TCGA (<uri xlink:href="http://www.tcga.org/">http://www.tcga.org/</uri>) (<xref rid="tI-ol-0-0-12114" ref-type="table">Tables I</xref>, <xref rid="tII-ol-0-0-12114" ref-type="table">II</xref> and <xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">SIII</xref>). The median of <italic>BORIS</italic> expression among the patients was 0.0035 (FPKM), which was used as a cut-off to study the association between <italic>BORIS</italic> and the overall survival rate in the present study. A higher <italic>BORIS</italic> expression level was significantly associated with a short survival span (P=0.019; <xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1A</xref>). In addition, <italic>BORIS</italic> expression levels in female patients were significantly lower than male patients. It is suggested that <italic>BORIS</italic> may be induced at high levels in male patients (<xref rid="tI-ol-0-0-12114" ref-type="table">Table I</xref>). <italic>BORIS</italic> expression in 23 cases with records of treatment outcomes was analyzed (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SIV</xref>). <italic>BORIS</italic> expression data were extracted from The Cancer Genome Atlas database (<uri xlink:href="http://www.tcga.org">http://www.tcga.org</uri>). Though no paired tissues were collected from the same patient before and after DDP therapy, <italic>BORIS</italic> levels declined from an average of 0.0071 FPKM in the prospective tissues to an average of 0.0027 FPKM in retrospective tissues (<xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1B</xref>). These data suggested that <italic>BORIS</italic> expression was associated with the mortality rate of NSCLC upon DDP chemotherapy.</p>
</sec>
<sec>
<title>BORIS expression is positively associated with NSCLC cell proliferation</title>
<p>Next, the proliferation rates of a panel of lung cancer cell lines was studied, which revealed a positive association between <italic>BORIS</italic> expression levels and cell proliferation (<xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1C and D</xref>). All cell lines tested demonstrated a statistically significant difference (<xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1C</xref>). Among the cell lines that were assessed, human pulmonary alveolar epithelial cell line (HPAEpiC) was a normal cell line. HPAEpiC did not express <italic>BORIS</italic>, suggesting that BORIS may just function in cancer cells. In order to further investigate its effect on cell proliferation, <italic>BORIS</italic> was silenced or overexpressed in NSCLC cell lines. A549/DDP cells express a relative higher <italic>BORIS</italic> compared with A549 (<xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1C</xref>). Next, two siRNAs targeting <italic>BORIS</italic> generated a similar knockdown efficiency with &#x003E;50&#x0025; decrease (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SI</xref> and <xref rid="f2-ol-0-0-12114" ref-type="fig">Fig. 2D</xref>). The knockdown efficiencies of siRNA-1 were all &#x003E;70&#x0025; in A549 and H460 cell lines (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Fig. S1</xref>); therefore, in the present study, BORIS siRNA-1 was used for subsequent experimentation. <italic>BORIS</italic> knockdown suppressed the colony formation of NSCLC cells and induced the expression of <italic>p21</italic>, a cyclin-dependent kinase inhibitor (<xref rid="f2-ol-0-0-12114" ref-type="fig">Fig. 2A and B</xref>). It has previously been demonstrated that elevated expression of <italic>p21</italic> induces cell cycle arrest (<xref rid="b21-ol-0-0-12114" ref-type="bibr">21</xref>&#x2013;<xref rid="b23-ol-0-0-12114" ref-type="bibr">23</xref>). Likewise, overexpression of <italic>BORIS</italic> promoted the proliferation of NSCLC cells and inhibited the expression of <italic>p21</italic> in H1299 and A549 cells (<xref rid="f2-ol-0-0-12114" ref-type="fig">Fig. 2B and C</xref>). Among the investigated NSCLC cell lines in the present study, <italic>BORIS</italic> was highly expressed in H1299 cells and expressed at low levels in A549 cells. Thus, the regulations of p21 by BORIS was investigated in these two cell lines, which express different <italic>BORIS</italic> levels (<xref rid="f1-ol-0-0-12114" ref-type="fig">Fig. 1C</xref>). As <italic>BORIS</italic> knockdown inhibited cell cycles of NSCLC cells, the genome stability was investigated by assessing &#x03B3;H2AX, which is sensitive to DNA damage (<xref rid="b24-ol-0-0-12114" ref-type="bibr">24</xref>). <italic>BORIS</italic> was silenced by either siRNA-1 or siRNA-2 and the knockdown efficiencies were verified via western blotting and RT-qPCR analyses. The results demonstrated that <italic>BORIS</italic> knockdown induced &#x03B3;H2AX (<xref rid="f2-ol-0-0-12114" ref-type="fig">Fig. 2D</xref>), suggesting that BORIS deficiency induces DNA damage in NSCLC cells. Collectively, these data demonstrated that <italic>BORIS</italic> expression was associated with NSCLC cell proliferation, indicating that BORIS may protect lung cancer cells from DNA damage.</p>
</sec>
<sec>
<title>BORIS resists DDP induced cell suppression and apoptosis</title>
<p>In order to determine whether BORIS contributes to DDP resistance, <italic>BORIS</italic> was first silenced or overexpressed in H1299 cells, and subsequently treated by DDP at various concentrations from 1&#x2013;4 &#x00B5;g/ml. <italic>BORIS</italic> knockdown inhibited H1299 cell proliferation. The supplement of 1 or 2 &#x00B5;g/ml DDP synergized <italic>BORIS</italic> knockdown for cell proliferation suppression (<xref rid="f3-ol-0-0-12114" ref-type="fig">Fig. 3A</xref>). Conversely, <italic>BORIS</italic> overexpression promoted cell proliferation. <italic>BORIS</italic> overexpression resisted 1&#x2013;4 &#x00B5;g/ml DDP treatment (<xref rid="f3-ol-0-0-12114" ref-type="fig">Fig. 3B</xref>). Subsequently, the extent of apoptosis which was induced by 2 &#x00B5;g/ml DDP treatment was investigated in <italic>BORIS</italic> overexpressed H1299 cells compared with the negative control. The results demonstrated that <italic>BORIS</italic> overexpression inhibited DDP induced apoptosis from 13.41 to 8.68&#x0025;, and necrosis from 5.60 to 3.46&#x0025; (<xref rid="f3-ol-0-0-12114" ref-type="fig">Fig. 3C</xref>). Taken together, these results suggest that BORIS protects NSCLC cells from injury by DDP treatment, thus, confirm the importance of BORIS in DDP resistance.</p>
</sec>
<sec>
<title>BORIS suppresses DNA damage and activates the DNA repair system</title>
<p>As BORIS resisted DDP-induced NSCLC suppression (<xref rid="f3-ol-0-0-12114" ref-type="fig">Fig. 3</xref>), it was proposed that BORIS may inhibit DDP-induced DNA damage. pBORIS plasmid (<italic>BORIS-flag</italic>) was transiently transfected in A549 cells that were treated subsequently by DDP to induce DNA damage. Cells with overexpression of <italic>BORIS</italic> demonstrated a decreased &#x03B3;H2AX signal (<xref rid="f4-ol-0-0-12114" ref-type="fig">Fig. 4A and B</xref>), indicating that BORIS attenuated DDP-induced DNA damage, thus promoting the proliferation of NSCLC. DNA damage was detected by the TUNEL assay in H1299 and A549/DDP when <italic>BORIS</italic> were silenced (<xref rid="f4-ol-0-0-12114" ref-type="fig">Fig. 4C</xref>). BORIS may be beneficial for the DNA repair system of NSCLC cells to sustain genome stability under the treatment of DDP. The expression levels of few representative genes of DNA repair system were investigated, such as <italic>BRCA1, ERCC1, CMYC</italic> and <italic>MSH6</italic> (<xref rid="SD1-ol-0-0-12114" ref-type="supplementary-material">Table SII</xref>). <italic>BORIS</italic> was overexpressed by pBORIS or silenced by siRNA-1 (siBORIS in <xref rid="f4-ol-0-0-12114" ref-type="fig">Fig. 4D</xref>) in H1299 and H460 cells. Fold changes of the investigated genes are presented in <xref rid="f4-ol-0-0-12114" ref-type="fig">Fig. 4D</xref>. <italic>MSH6</italic> was regulated consistently and significantly by BORIS in H1299 and H460 cells (<xref rid="f4-ol-0-0-12114" ref-type="fig">Fig. 4D</xref>). Collectively, the results of the present study suggest that <italic>BORIS</italic> may enhance the mismatch repair (MMR) system in NSCLC cells to resist DDP chemotherapy.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>The results of the present study demonstrated the association between <italic>BORIS</italic> expression and DDP resistance in NSCLC. As P53 mutants have frequently been detected in different types of cancer and were reported to account for DDP resistance (<xref rid="b25-ol-0-0-12114" ref-type="bibr">25</xref>), the present study investigated the effects of <italic>BORIS</italic> knockdown in H1299 (lack of p53) and A549 (express wild type p53) cells, respectively (<xref rid="b19-ol-0-0-12114" ref-type="bibr">19</xref>). Suppression of cell viability on <italic>BORIS</italic> knockdown in both H1299 and A549 cells suggested that the function of BORIS was not associated with p53. BORIS may promote DDP resistance by upregulating <italic>MSH6</italic> expression. However, the underlying molecular mechanism as to how BORIS regulates MSH6 remains unknown. BORIS was reported to regulate <italic>CMYC</italic> expression by demethylating the promoter (<xref rid="b26-ol-0-0-12114" ref-type="bibr">26</xref>). Demethylation may be a potential mechanism for regulating <italic>MSH6</italic> or other genes in the DNA repair system by BORIS to resist DDP treatment. Furthermore, unknown cellular environments may be constructed by BORIS in cancer cells to resist chemotherapy. In neuroblastoma, BORIS was reported to be upregulated along with the development of ALK inhibition resistance (<xref rid="b27-ol-0-0-12114" ref-type="bibr">27</xref>). It is speculated that BORIS expression may promote cancer cells to resist multiple drug treatments, including DDP. It is well-known that EGFR mutants cause tyrosine kinase inhibitors (RTKIs) resistance in NSCLC (<xref rid="b28-ol-0-0-12114" ref-type="bibr">28</xref>,<xref rid="b29-ol-0-0-12114" ref-type="bibr">29</xref>), thus, it is worth investigating whether <italic>BORIS</italic> knockdown attenuates RTKIs resistance.</p>
<p><italic>BORIS</italic> knockdown induced DNA damage and <italic>p21</italic> expression in NSCLC cells. As <italic>BORIS</italic> is only expressed in cancer cells and testes (<xref rid="b30-ol-0-0-12114" ref-type="bibr">30</xref>), BORIS may be a key protector for cancer cell genome stability. BORIS is the paralogue of CTCF and is speculated to compete with CTCF to induce the expression of the oncogene (<xref rid="b31-ol-0-0-12114" ref-type="bibr">31</xref>&#x2013;<xref rid="b33-ol-0-0-12114" ref-type="bibr">33</xref>). The spatial genome structure organized by CTCF may be interfered by BORIS (<xref rid="b30-ol-0-0-12114" ref-type="bibr">30</xref>,<xref rid="b34-ol-0-0-12114" ref-type="bibr">34</xref>&#x2013;<xref rid="b36-ol-0-0-12114" ref-type="bibr">36</xref>). DNA and histone methylation modulated by BORIS may also promote genome stability (<xref rid="b26-ol-0-0-12114" ref-type="bibr">26</xref>,<xref rid="b37-ol-0-0-12114" ref-type="bibr">37</xref>,<xref rid="b38-ol-0-0-12114" ref-type="bibr">38</xref>).</p>
<p>The overexpression of <italic>BORIS</italic> sustained DDP-induced apoptosis and repaired DNA damage in NSCLC cells. DDP resistance is usually associated with the increased repair of DNA damage recognized by the mismatch repair system (<xref rid="b13-ol-0-0-12114" ref-type="bibr">13</xref>,<xref rid="b14-ol-0-0-12114" ref-type="bibr">14</xref>,<xref rid="b39-ol-0-0-12114" ref-type="bibr">39</xref>). MutSa (composed of MSH2 and MSH6) recognized DNA lesions formed by DDP and subsequently recruited downstream MMR proteins, including MutL&#x03B1; (MLH1-PMS2), Exonuclease I, DNA polymerase &#x03B4; and DNA ligase (<xref rid="b14-ol-0-0-12114" ref-type="bibr">14</xref>,<xref rid="b40-ol-0-0-12114" ref-type="bibr">40</xref>). The elevated expression of <italic>MSH6</italic> induced by <italic>BORIS</italic> overexpression in the present study could facilitate the recognition of DNA lesions and attenuate the recruitment of the phosphorylated form of &#x03B3;H2AX to sites of DNA damage (<xref rid="b24-ol-0-0-12114" ref-type="bibr">24</xref>).</p>
<p>In conclusion, BORIS is required for genome stability of NSCLC cells and is prospective therapeutic target for decreasing DDP resistance. Considering that RTKIs resistance is frequent in lung cancer cells, further study of targeted therapy on BORIS will be expected in RTKIs resistant lung cancer cells.</p>
</sec>
<sec sec-type="supplementary-material">
<title>Supplementary Material</title>
<supplementary-material id="SD1-ol-0-0-12114" content-type="local-data">
<caption>
<title>Supporting Data</title>
</caption>
<media mimetype="application" mime-subtype="pdf" xlink:href="Supplementary_Data.pdf"/>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to thank Mr. Xiaoliang Zheng, Ms Dongmei Yan, Mr. Jing Jia and Ms Jie Yuat the Center for Molecular Medicine (Hangzhou, China) for their technical assistance and discussion surrounding the data. The authors would also like to thank Professor Tianhui Chenfrom Zhejiang Cancer Hospital (Hangzhou, China) for revising the manuscript.</p>
</ack>
<sec>
<title>Funding</title>
<p>The present study was funded by grants from the National Natural Science Foundation of China (grant no. 31871393); Zhejiang Provincial Natural Science Foundation of China (grant nos. LQY18H300001 and LQ18C070002); Youth Foundation of Zhejiang Academy of Medical Sciences (grant nos. 2019Y006 and 2019Y003); and the Medical and Health Science and Technology Project of Zhejiang Province (grant nos. 2017KY308 and 2019RC030).</p>
</sec>
<sec>
<title>Availability of data and materials</title>
<p>The datasets used and/or analyzed during the present study are available from the corresponding author upon reasonable request.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>YS and YZ designed the experiments. YS and CL performed the cell culture, drug treatment experiments and collected the data. JR performed extraction and gene expression analysis. MF performed the plasmid construction. YS and JF performed the statistical analyses. YZ wrote the manuscript. YZ and XW analyzed the data and edited the manuscript. All authors have read and approved the final manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term>5-FU</term><def><p>fluorouracil</p></def></def-item>
<def-item><term>A549/DDP</term><def><p>DDP resistant A549 cell line</p></def></def-item>
<def-item><term>BORIS</term><def><p>Brother of Regulator of Imprinted Sites</p></def></def-item>
<def-item><term>CTCF</term><def><p>CCCTC-binding factor</p></def></def-item>
<def-item><term>DDP</term><def><p>cisplatin</p></def></def-item>
<def-item><term>NSCLC</term><def><p>non-small-cell lung cancer</p></def></def-item>
<def-item><term>FACS</term><def><p>flow cytometry</p></def></def-item>
</def-list>
</glossary>
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<fig id="f1-ol-0-0-12114" position="float">
<label>Figure 1.</label>
<caption><p><italic>BORIS</italic> expression is associated with overall survival rate in patients with NSCLC who received DDP chemotherapy. (A) Overall survival rate curves in patients with NSCLC who received DDP chemotherapy. The data were analyzed using SPSS Kaplan-Meier. Statistical difference was tested using the Log-rank (MANTEL-COX) test. (B) <italic>BORIS</italic> expression in 23 patients, who had records of treatment outcomes in The Cancer Genome Atlas. The patients were featured according to the outcomes following DDP treatment: Stable disease after DDP chemotherapy, patients completely remitted or responded to DDP chemotherapy, patients with progressive disease after DDP chemotherapy and a patient who responded partly to DDP chemotherapy. (C) BORIS expressions were compared among four NSCLC cell lines, one normal pulmonary alveolar epithelial cell line (HPAEpiC) and one leukemia cell line which was reported to express <italic>BORIS</italic> and was used as the positive control for testing <italic>BORIS</italic>. The statistical differences of <italic>BORIS</italic> level between cell lines were calculated and shown by P-value in the right panel. The statistical analyses were performed by one-way ANOVA followed Tukey post-hoc test. (D) Relative proliferation rates of 4 lung cancer cell lines as compared with a normal human pulmonary alveolar epithelial cell line (HPAEpiC) at different time points. A549/DDP, DDP resistant A549 cell line; BORIS, Brother of Regulator of Imprinted Sites; DDP, cisplatin; NSCLC, non-small cell lung cancer; OD, optical density; FPKM, fragments per kilobase of exon model per million reads mapped.</p></caption>
<graphic xlink:href="ol-20-05-12114-g00.tif"/>
</fig>
<fig id="f2-ol-0-0-12114" position="float">
<label>Figure 2.</label>
<caption><p><italic>BORIS</italic> promotes NSCLC cell proliferation. (A) <italic>BORIS</italic> knockdown suppressed colony formation of NSCLC cells. Crystal violet was used to stain the cells in upper panels. The bottom graphs present the signal difference in the upper panels. (B) Expression of <italic>p21</italic> regulated by BORIS detected by RT-qPCR. The overexpression efficiency of pBORIS was assessed via RT-qPCR analysis (right panel). (C) <italic>BORIS</italic> overexpression promoted cell proliferation of A549 and H1299 cells measured by MTT assay. (D) Knockdown of <italic>BORIS</italic> by either siRNA-1 or siRNA-2 induced DNA damage efficiently measured by immunofluorescence stain of &#x03B3;H2AX (Red). BORIS proteins were detected by the primary BORIS antibody (FITC). The right and left panels presented transfection efficiencies of <italic>BORIS</italic> siRNA by western blot and RT-qPCR. &#x002A;P&#x003C;0.05; &#x002A;&#x002A;&#x002A;P&#x003C;0.001. A549/DDP, DDP resistant A549 cell line; BORIS, Brother of Regulator of Imprinted Sites; NSCLC, non-small cell lung cancer; OD, optical density; RT-q, reverse transcription-quantitative; si, small interfering; nc, negative siRNA control.</p></caption>
<graphic xlink:href="ol-20-05-12114-g01.tif"/>
</fig>
<fig id="f3-ol-0-0-12114" position="float">
<label>Figure 3.</label>
<caption><p>BORIS resists DDP-induced tumor cell suppression. (A) Cell proliferation study of H1299 cells transfected by NC (negative siRNA control) or siBORIS (<italic>BORIS</italic> siRNA-1) for 24 h and subsequently treated by DDP at different doses (0, 1, 2 and 4 &#x00B5;g/ml) for 72 h. (B) Cell proliferation study of H1299 cells transfected by the vector (empty plasmid) or pBORIS (BORIS overexpression plasmid) for 24 h and subsequently treated by DDP (0, 1, 2 and 4 &#x00B5;g/ml) for 72 h. (C) Cell apoptosis of H1299 cells with overexpression of BORIS after treatment using 2 &#x00B5;g/ml DDP for 24 h. <italic>BORIS</italic> overexpression suppressed DDP-induced apoptosis in H1299 cells. &#x002A;&#x002A;P&#x003C;0.01; &#x002A;&#x002A;&#x002A;P&#x003C;0.001. BORIS, Brother of Regulator of Imprinted Sites; NSCLC, non-small cell lung cancer; OD, optical density; si, small interfering; PI, propidium iodide; DDP, cisplatin.</p></caption>
<graphic xlink:href="ol-20-05-12114-g02.tif"/>
</fig>
<fig id="f4-ol-0-0-12114" position="float">
<label>Figure 4.</label>
<caption><p>BORIS resists DDP-induced DNA damage. (A) Immunofluorescence stain of H1299 cells transfected by pBORIS (BORIS-flag) and then treated by 1 &#x00B5;g/ml DDP for 24 h. <italic>BORIS</italic> expression was detected by flag antibody and FITC conjugated secondary antibodies (green). &#x03B3;H2AX antibody and TRITC conjugated secondary antibodies were used to detected DNA damage (red). (B) Quantification of immune fluorescence signals inside the dotted cycles in panel A. The column demonstrates the &#x03B3;H2AX (DNA damage) signal difference between gated (BORIS-flag transfected) and ungated cells. (C) H1299 and A549/DDP cells were transfected by <italic>BORIS</italic> siRNA-1. The knockdown of <italic>BORIS</italic> induced TUNEL signals in both cell lines. (D) H1299 and H460 cells were transfected by pBORIS or <italic>BORIS</italic> siRNA-1. Expression levels of the DNA repair associated genes were tested by reverse transcription-quantitative PCR. <italic>MSH6</italic> was regulated by the treatments. &#x002A;&#x002A;&#x002A;P&#x003C;0.001. IOD, integral optical density; A549/DDP, DDP resistant A549 cell line; BORIS, Brother of Regulator of Imprinted Sites; NSCLC, non-small cell lung cancer; OD, optical density; si, small interfering; nc, negative siRNA control; <italic>MSH6</italic>, mutS homolog 6.</p></caption>
<graphic xlink:href="ol-20-05-12114-g03.tif"/>
</fig>
<table-wrap id="tI-ol-0-0-12114" position="float">
<label>Table I.</label>
<caption><p>Characteristics of 156 patients with NSCLC.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Characteristic</th>
<th align="center" valign="bottom">High <italic>BORIS</italic> expression, FPKM&#x003E;0.0035, n</th>
<th align="center" valign="bottom">Low <italic>BORIS</italic> expression FPKM&#x003C;0.0035, n</th>
<th align="center" valign="bottom">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Sex</td>
<td/>
<td/>
<td align="center" valign="top">0.0011</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Male</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">37</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Female</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">41</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Race</td>
<td/>
<td/>
<td align="center" valign="top">0.75</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;White</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">59</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Black</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Asian</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Not reported</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">11</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Age, years</td>
<td/>
<td/>
<td align="center" valign="top">&#x003E;0.999</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;&#x003E;62</td>
<td align="center" valign="top">38</td>
<td align="center" valign="top">39</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;&#x2264;62</td>
<td align="center" valign="top">38</td>
<td align="center" valign="top">39</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Stage</td>
<td/>
<td/>
<td align="center" valign="top">0.35</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;I</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">14</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;II</td>
<td align="center" valign="top">41</td>
<td align="center" valign="top">37</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;III</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">23</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;IV</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">4</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Not reported</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-ol-0-0-12114"><p>Sex, ethnicity, age and stage of the 156 patients with NSCLC were grouped according to the <italic>BORIS</italic> expression level. The average level of BORIS in the 156 patients with NSCLC was 0.0035 FPKM. Data were assessed using the &#x03C7;<sup>2</sup> test. BORIS, Brother of Regulator of Imprinted Sites; NSCLC, non-small cell lung cancer; FPKM, fragments per kilobase of exon model per million reads mapped.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-ol-0-0-12114" position="float">
<label>Table II.</label>
<caption><p>Logistic regression analysis of 2-year survival and predictors in patients with NSCLC.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="bottom" colspan="3">Univariate analysis</th>
<th align="center" valign="bottom" colspan="3">Multivariate analysis<sup><xref rid="tfn2-ol-0-0-12114" ref-type="table-fn">a</xref></sup></th>
</tr>
<tr>
<th/>
<th align="center" valign="bottom" colspan="3"><hr/></th>
<th align="center" valign="bottom" colspan="3"><hr/></th>
</tr>
<tr>
<th align="left" valign="bottom">Variable</th>
<th align="center" valign="bottom">OR</th>
<th align="center" valign="bottom">95&#x0025; CI</th>
<th align="center" valign="bottom">P-value</th>
<th align="center" valign="bottom">OR</th>
<th align="center" valign="bottom">95&#x0025; CI</th>
<th align="center" valign="bottom">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7">Surgery method</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No surgery</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Local tumor destruction</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">0.16&#x2013;0.20</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.29</td>
<td align="center" valign="top">0.26&#x2013;0.32</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Wedge or segmental resection</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">0.09&#x2013;0.12</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.13&#x2013;0.16</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Lobectomy</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.13&#x2013;0.16</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.13</td>
<td align="center" valign="top">0.11&#x2013;0.15</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Liver transplantation</td>
<td align="center" valign="top">0.05</td>
<td align="center" valign="top">0.05&#x2013;0.06</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.07&#x2013;0.10</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Tumor size, mm</td>
<td align="center" valign="top">1.02</td>
<td align="center" valign="top">1.02&#x2013;1.02</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">1.01&#x2013;1.01</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Age, years</td>
<td align="center" valign="top">1.02</td>
<td align="center" valign="top">1.02&#x2013;1.02</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">1.01&#x2013;1.02</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Education level</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">1.01&#x2013;1.02</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.98&#x2013;0.99</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Family income</td>
<td align="center" valign="top">0.99</td>
<td align="center" valign="top">0.99&#x2013;0.99</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.99</td>
<td align="center" valign="top">0.99&#x2013;0.99</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Historic stage</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Localized</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Regional</td>
<td align="center" valign="top">5.78</td>
<td align="center" valign="top">5.34&#x2013;6.28</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">2.32</td>
<td align="center" valign="top">1.97&#x2013;2.73</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Distant</td>
<td align="center" valign="top">1.04</td>
<td align="center" valign="top">0.98&#x2013;1.11</td>
<td align="center" valign="top">0.202</td>
<td align="center" valign="top">1.09</td>
<td align="center" valign="top">0.98&#x2013;1.22</td>
<td align="center" valign="top">0.105</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7">ACJJ_T</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T1</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T2</td>
<td align="center" valign="top">1.17</td>
<td align="center" valign="top">1.09&#x2013;1.26</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">1.10&#x2013;1.33</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T3</td>
<td align="center" valign="top">5.50</td>
<td align="center" valign="top">5.06&#x2013;5.97</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.77</td>
<td align="center" valign="top">1.58&#x2013;1.98</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T4</td>
<td align="center" valign="top">7.00</td>
<td align="center" valign="top">5.78&#x2013;8.54</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.66</td>
<td align="center" valign="top">1.31&#x2013;2.12</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Diagnosis year</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;2004-2008</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;2009-2012</td>
<td align="center" valign="top">0.88</td>
<td align="center" valign="top">0.82&#x2013;0.94</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.72</td>
<td align="center" valign="top">0.66&#x2013;0.79</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;2013-2015</td>
<td align="center" valign="top">0.57</td>
<td align="center" valign="top">0.54&#x2013;0.61</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">0.44&#x2013;0.53</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Grade</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;I</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;II</td>
<td align="center" valign="top">0.97</td>
<td align="center" valign="top">0.90&#x2013;1.06</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.30</td>
<td align="center" valign="top">1.18&#x2013;1.43</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;III</td>
<td align="center" valign="top">2.22</td>
<td align="center" valign="top">2.01&#x2013;2.45</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">2.44</td>
<td align="center" valign="top">2.15&#x2013;2.76</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;IV</td>
<td align="center" valign="top">3.34</td>
<td align="center" valign="top">2.50&#x2013;4.51</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">3.68</td>
<td align="center" valign="top">2.59&#x2013;5.29</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">ACJJ_M</td>
<td align="center" valign="top">2.04</td>
<td align="center" valign="top">1.89&#x2013;2.21</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;M0</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;M1</td>
<td align="center" valign="top">11.69</td>
<td align="center" valign="top">10.14&#x2013;13.55</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.74</td>
<td align="center" valign="top">1.33&#x2013;2.27</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2-ol-0-0-12114"><label>a</label><p>A total of 10 most important predictors were included in the multivariate models. The classification system used for the staging lung cancer was according to worldwide standard (<xref rid="b20-ol-0-0-12114" ref-type="bibr">20</xref>). OR, odds ratio; CI, confidence interval; T, tumor; M, metastasis; AJCC, American Joint Committee on Cancer.</p></fn>
</table-wrap-foot>
</table-wrap>
</floats-group>
</article>
