<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">ABCR</journal-id><journal-title-group><journal-title>Advances in Breast Cancer Research</journal-title></journal-title-group><issn pub-type="epub">2168-1589</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/abcr.2019.83009</article-id><article-id pub-id-type="publisher-id">ABCR-93665</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Serum Y-Box Binding Protein 1 (YBX-1) and Interleukin 6 (IL-6) Are Associated with Metastasis in Breast Cancer Patients
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Caroline</surname><given-names>K. Abd-Elaziz</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nadia</surname><given-names>A. Abd El Moneim</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Shaymaa</surname><given-names>E. El Fek</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Amira</surname><given-names>M. Arafat</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Department of Radiation Sciences, Medical Research Institute, Alexandria University, Alexandria, Egypt</addr-line></aff><aff id="aff2"><addr-line>Department of Cancer Management and Research, Medical Research Institute, Alexandria University, Alexandria, Egypt</addr-line></aff><aff id="aff1"><addr-line>Department of Zoology, Faculty of Science, Damanhour University, Damanhour, Egypt</addr-line></aff><pub-date pub-type="epub"><day>27</day><month>06</month><year>2019</year></pub-date><volume>08</volume><issue>03</issue><fpage>119</fpage><lpage>134</lpage><history><date date-type="received"><day>12,</day>	<month>June</month>	<year>2019</year></date><date date-type="rev-recd"><day>12,</day>	<month>July</month>	<year>2019</year>	</date><date date-type="accepted"><day>15,</day>	<month>July</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Objectives
  : The aim of this study was to assess the levels of Y-box binding protein 1 (YBX-1) and interleukin 6 (IL-6) in the sera of metastatic and non-metastatic breast cancer patients (BC), investigate their clinicopathological significance and to analyze their potential use as biomarkers of breast cancer metastasis. <b>Methods</b>: The study included ninety subjects sub-grouped equally into metastatic BC, non-metastatic BC and healthy volunteers.
   
  Serum YBX-1 and IL-6 were quantified using ELISA technique while CA 15-3 was quantified using IRMA kit. Clinical data were collected from patients’ records. <b>Results</b>: YBX-1 (p &lt; 0.001), IL-6 (p &lt; 0.001) and CA15-3 (p = 0.017, 0.001) were significantly elevated in metastatic and non-metastatic BC patients compared to healthy controls, however, only YBX-1 (p &lt; 0.001) and IL-6 (p &lt; 0.001) showed a significant difference with cancer metastasis. Generally, YBX-1 and IL-6 were correlated with worse histological grade and late clinical stage in breast cancer patients and they were also associated with
   
  axillary lymph nodes involvement and positive vascular invasion in metastatic BC patients. Serum YBX-1 and IL-6 levels were positively correlated to each other (r<sub>s</sub> = 0.615, p &lt; 0.001) and they showed high sensitivity and specificity compared to CA 15-3 (p &lt; 0.001 and p = 0.004 for YBX-1 and IL-6 respectively) for predicting cancer metastasis. <b>Conclusions</b>: Serum YBX-1 and IL-6 are potential biomarkers of breast cancer patients with significant correlation with bad clinicopathological characteristics. Serum YBX-1 and IL-6 have superior sensitivity and specificity compared to CA15-3 and can serve as potential follow up and prognostic markers.
 
</p></abstract><kwd-group><kwd>Breast Cancer</kwd><kwd> Metastasis</kwd><kwd> Y-Box Binding Protein 1</kwd><kwd> Interleukin-6</kwd><kwd> Biomarker</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Breast cancer (BC) is the most commonly diagnosed female-associated malignancy with an incidence rate of more than 2 million in 2018. Breast cancer is also the leading cause of cancer death in women which is mainly attributed to cancer metastasis [<xref ref-type="bibr" rid="scirp.93665-ref1">1</xref>] . Good management of metastatic BC requires reliable biomarkers that aid in evaluation of tumor burden and determine response to treatment protocols. Y-Box binding protein 1 (YBX-1) is an evolutionary conserved cold shock pleotropic protein that belongs to the Y-box transcription factors [<xref ref-type="bibr" rid="scirp.93665-ref2">2</xref>] . These classes of proteins are identified by their ability to regulate the gene expression by binding to the Y-box promotor region [<xref ref-type="bibr" rid="scirp.93665-ref3">3</xref>] . Many reports have highlighted the role of YBX-1 in the regulation of vital processes including DNA replication [<xref ref-type="bibr" rid="scirp.93665-ref4">4</xref>] , repair [<xref ref-type="bibr" rid="scirp.93665-ref5">5</xref>] and transcription [<xref ref-type="bibr" rid="scirp.93665-ref6">6</xref>] as well as mRNA splicing [<xref ref-type="bibr" rid="scirp.93665-ref7">7</xref>] and translation [<xref ref-type="bibr" rid="scirp.93665-ref8">8</xref>] . YBX-1 was also found to be dysregulated in many types of cancer including cervical [<xref ref-type="bibr" rid="scirp.93665-ref9">9</xref>] , ovarian [<xref ref-type="bibr" rid="scirp.93665-ref10">10</xref>] , gastric [<xref ref-type="bibr" rid="scirp.93665-ref11">11</xref>] and colorectal [<xref ref-type="bibr" rid="scirp.93665-ref12">12</xref>] . Strong evidence has supported the role of YBX-1 in carcinogenesis related events including uncontrolled cell proliferation, genomic instability, cell immortality and induction of angiogenesis [<xref ref-type="bibr" rid="scirp.93665-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref14">14</xref>] . In breast cancer (BC), YBX-1 is linked to drug resistance and promotion of tumor invasion and metastasis through enhanced epithelial-to-mesenchymal transition (EMT) [<xref ref-type="bibr" rid="scirp.93665-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref16">16</xref>] .</p><p>Tumor microenvironment is usually characterized by an abnormal release of proinflammatory cytokines, which plays an important role in cancer metastasis [<xref ref-type="bibr" rid="scirp.93665-ref17">17</xref>] . Of the important cytokines involved in this process, interleukin 6 (IL-6) have been linked with induction of drug resistance, stem cell like characteristics and EMT induced metastasis in breast cancer [<xref ref-type="bibr" rid="scirp.93665-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref20">20</xref>] . Interestingly, few number of breast cancer studies have suggested that YBX-1 interacts with IL-6 creating a positive feed-forward loop driving EMT-like metastatic properties during cancer progression [<xref ref-type="bibr" rid="scirp.93665-ref21">21</xref>] .</p><p>Despite the strong evidence of YBX-1 role in breast cancer invasion and metastasis, it’s clinical significance and association with clinicopathological characteristics is not been thoroughly investigated yet. Herein, we conducted this study to assess the serum levels of YBX-1, IL-6 as well as the traditional follow-up marker, cancer antigen 15-3 (CA 15-3) in metastatic and non-metastatic breast cancer patients. Furthermore, we analyzed the association and correlation of all markers with patients’ clinicopathological characteristics.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Study Population and Design</title><p>The current study included ninety subjects. Sixty female BC patients aged between 30 and 73 years from those referred to Cancer Management and Research Department, Medical Research Institute, University of Alexandria, Egypt from 2012 to 2018. Enrolled patients were selected from those who had no history of any type of malignancy and didn’t receive neoadjuvant treatment then they were subdivided into metastatic and non-metastatic groups (n = 30 each). The study also included thirty healthy female volunteers with matched age.</p><p>Cancer treatment was received according to physician description. The majority of patients (75%) received postoperative radiotherapy followed by 6 cycles of FAC (5-Fluorouracil, Adriamycin and Cyclophosphamide). While for the rest of patients, radiotherapy was supplied after finishing the last chemotherapy cycle. Demographic and clinicopathological data were collected from pathology reports and patients’ follow-up records which included: age, family history, menopausal status, hormone receptors’ status (semi-quantified by immunohistochemistry), histological grade, vascular invasion, tumor size, lymph nodes involvement, clinical stage, and site of metastasis (where applicable).</p><p>Ethical approvals for subjects’ recruitment were obtained from the local Ethics Committee of Medical Research Institute, University of Alexandria and informed consents were obtained from all subjects. The study was conducted in accordance with the Declaration of Helsinki and good clinical practice guidelines.</p></sec><sec id="s2_2"><title>2.2. Quantitative Determination of YBX-1, IL-6 and CA 15-3 Serum Levels</title><p>A peripheral blood sample was collected from all subjects in plain vacutainer tubes. Separation of serum was done by centrifugation at 2000 g for 10 min at 4˚C. Serum was then aliquoted and stored at −80˚C till use and repeated freeze and thaw cycles were avoided. Enzyme-linked immunosorbent assay (ELISA) kits were used to quantify both YBX-1 (Cloud-Clone Corp., USA) and IL-6 (Invitrogen, Thermo. Fisher Scientific, USA) while immunoradiometric assay (IRMA) was used to quantify CA 15-3 (Diasource Immunoassays S.A., Belgium) according to manufacturers’ instructions. For ELISA kits, absorbance at 450 nm was measured in an InfiniteM200 Plate Reader (Tecan). For CA 15-3 IRMA kit, radioactivity was measured using Wizard2 2470 automatic gamma counter (Perkin Elmer Inc., USA).</p></sec><sec id="s2_3"><title>2.3. Statistical Analysis</title><p>Data were analyzed using SPSS software package version 20.0 (IBM Corporation, Chicago, Illinois, USA). Quantitative data were described using mean &#177; standard error mean. The distributions of quantitative variables were tested for normality using Kolmogorov-Smirnov test. Mann-Whitney test was used to compare between two studied groups, and Kruskal Wallis test was used to compare between more than two groups. Spearman correlation test was used to study the correlation between YBX-1, IL-6 and CA 15.3 serum concentrations and the clinicopathological parameters, also used to correlate YBX-1 and IL-6 concentrations. Receiver operating characteristic (ROC) curve was done to interpret the sensitivity and specificity of YBX-1 and IL-6 against CA 15-3 for predicting BC metastasis. At all statistical analyses, p value was considered significant at ≤0.05.</p></sec></sec><sec id="s3"><title>3. Results</title><sec id="s3_1"><title>3.1. Patients’ Characteristics</title><p>The clinicopathological characteristics of all enrolled BC patients are presented in <xref ref-type="table" rid="table1">Table 1</xref>. The majority of enrolled patients were post-menopausal with negative family history of breast cancer. All patients were diagnosed with invasive ductal carcinoma and underwent modified radical mastectomy. Two-thirds of patients had a tumor size less than 5 cm and their lymph node involvement ranged from N0 to N3 with percentages 23.3%, 41.7%, 5%, 30% respectively. Regarding hormone receptor status, most patients had varying degrees of ERα/PR positive expression though almost 60% lacked Her2/neu receptor expression. The majority of patients had histological grade II whilst 50% of patients presented with clinical stage IV as well as metastasis. The site of metastasis varied between bone (30%), lung (26.7%), liver (20%) and other distant sites. Regarding hormonereceptor expression.</p></sec><sec id="s3_2"><title>3.2. Serum Levels of YBX-1, IL-6 and CA 15-3 in Metastatic BC, Non-Metastatic BC and Healthy Controls</title><p>Data presented in <xref ref-type="fig" rid="fig1">Figure 1</xref> shows the values of YBX-1, IL-6 and CA 15-3 in metastatic BC, non-metastatic BC and control groups. The median serum YBX-1 level was 11.15 &#177; 3.86 pg/ml in metastatic BC patients and 7.53 &#177; 1.12 pg/ml in</p><table-wrap-group id="1"><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Clinicopathological parameters of breast cancer patients</title></caption><table-wrap id="1_1"><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Clinicopathological Characteristics</th><th align="center" valign="middle"  colspan="2"  >BC Patients</th></tr></thead><tr><td align="center" valign="middle" >No.</td><td align="center" valign="middle" >%</td></tr><tr><td align="center" valign="middle" >Age</td><td align="center" valign="middle"  colspan="2"  >52.23 &#177; 9.53</td></tr><tr><td align="center" valign="middle" >Menopausal Status</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Pre-menopausal</td><td align="center" valign="middle" >13</td><td align="center" valign="middle" >21.7%</td></tr><tr><td align="center" valign="middle" >Post-menopausal</td><td align="center" valign="middle" >47</td><td align="center" valign="middle" >78.3%</td></tr><tr><td align="center" valign="middle" >Family History</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Negative</td><td align="center" valign="middle" >51</td><td align="center" valign="middle" >85%</td></tr><tr><td align="center" valign="middle" >Positive</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >15%</td></tr><tr><td align="center" valign="middle" >Type of Surgery</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Modified Radical Mastectomy</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >100%</td></tr><tr><td align="center" valign="middle" >Tumor Type</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Invasive Ductal Carcinoma</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >100%</td></tr><tr><td align="center" valign="middle" >Estrogen Receptor (ERα) Expression</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >11.7%</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >33.3%</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >41.7%</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >13.3%</td></tr><tr><td align="center" valign="middle" >Progesterone Receptor (PR) Expression</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >16.7%</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >40%</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >33.3%</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >10%</td></tr><tr><td align="center" valign="middle" >Her2/neu Expression</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >35</td><td align="center" valign="middle" >58.4%</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >13.3%</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >13.3%</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >8.3%</td></tr><tr><td align="center" valign="middle" >Unknown</td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >6.7%</td></tr><tr><td align="center" valign="middle" >Tumor size (Cm)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >T1 (≤2)</td><td align="center" valign="middle" >17</td><td align="center" valign="middle" >28.3%</td></tr><tr><td align="center" valign="middle" >T2 (2 - ≤5)</td><td align="center" valign="middle" >37</td><td align="center" valign="middle" >61.7%</td></tr><tr><td align="center" valign="middle" >T3 (&gt;5)</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >10%</td></tr><tr><td align="center" valign="middle" >Lymph Nodes Involvement</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >N0</td><td align="center" valign="middle" >14</td><td align="center" valign="middle" >23.3%</td></tr><tr><td align="center" valign="middle" >N1 (1 - 3)</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >41.7%</td></tr><tr><td align="center" valign="middle" >N2 (4 - 9)</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >5%</td></tr><tr><td align="center" valign="middle" >N3 (&gt;9)</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >30%</td></tr></tbody></table></table-wrap><table-wrap id="1_2"><table><tbody><thead><tr><th align="center" valign="middle" >Vascular Invasion</th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th></tr></thead><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >3.3%</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >58</td><td align="center" valign="middle" >96.7%</td></tr><tr><td align="center" valign="middle" >Histological Grade</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >II</td><td align="center" valign="middle" >55</td><td align="center" valign="middle" >91.7%</td></tr><tr><td align="center" valign="middle" >III</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >8.3%</td></tr><tr><td align="center" valign="middle" >Clinical Stage</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >I</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1.7%</td></tr><tr><td align="center" valign="middle" >II</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >30%</td></tr><tr><td align="center" valign="middle" >III</td><td align="center" valign="middle" >11</td><td align="center" valign="middle" >18.3%</td></tr><tr><td align="center" valign="middle" >IV</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >50%</td></tr><tr><td align="center" valign="middle" >Metastasis</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >No metastasis</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >50%</td></tr><tr><td align="center" valign="middle" >Metastasis</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >50%</td></tr><tr><td align="center" valign="middle" >Site of Metastasis</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Bone</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >30%</td></tr><tr><td align="center" valign="middle" >Lung</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >26.7%</td></tr><tr><td align="center" valign="middle" >Liver</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >20%</td></tr><tr><td align="center" valign="middle" >Other sites</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >23.3%</td></tr></tbody></table></table-wrap></table-wrap-group><p>non-metastatic patients which was significantly higher than its level in control group (3.26 &#177; 1.33 pg/ml) with p values of &lt;0.001. The YBX-1 level in metastatic BC patients was also significantly higher than its levels in non-metastatic patients (p ≤ 0.001). Similar pattern was also observed in IL-6 levels in all studied groups where its median value 75.48 &#177; 14.22 pg/ml in metastatic group and 22.21 &#177; 5.70 pg/ml in non-metastatic groups. Again, both groups were significantly elevated compared to the 12.00 &#177; 3.30 pg/ml level of control group (p ≤ 0.001). IL-6 was also significantly elevated in metastatic than non-metastatic patients (p ≤ 0.001). Regarding CA 15-3 serum levels, its median values in metastatic (20.10 &#177; 44.24 pg/ml) and non-metastatic (18.21 &#177; 5.88) groups were significantly elevated than control group (16.00 &#177; 7.39) (p = 0.017 and 0.001 respectively), however, it failed to differentiate between both cancer patients’ groups (p = 0.442).</p></sec><sec id="s3_3"><title>3.3. Correlations of YBX-1, IL-6 and CA 15-3 with Clinicopathological Characteristics</title><p>Stratification analysis revealed that serum levels of YBX-1, IL-6 and CA 15-3 in all breast cancer patients (n = 60) with clinicopathological parameters are represented in <xref ref-type="table" rid="table2">Table 2</xref>. CA 15-3 didn’t show any significant association or correlation with all clinicopathological parameters. On the other hand, YBX-1 and</p><table-wrap-group id="2"><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Stratification analysis of Y-Box1, IL-6, and CA 15.3 in patients with different clinicopathological status</title></caption><table-wrap id="2_1"><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No.</th><th align="center" valign="middle" >Y-Box1</th><th align="center" valign="middle" >IL-6</th><th align="center" valign="middle" >CA 15.3</th></tr></thead><tr><td align="center" valign="middle" >Menopausal</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Pre</td><td align="center" valign="middle" >13</td><td align="center" valign="middle" >8.64 (5.75 - 12.97)</td><td align="center" valign="middle" >43.10 (17.22 - 99.83)</td><td align="center" valign="middle" >21.16 (7.15 - 56.34)</td></tr><tr><td align="center" valign="middle" >Post</td><td align="center" valign="middle" >47</td><td align="center" valign="middle" >10.44 (5.68 - 27.1)</td><td align="center" valign="middle" >74.01 (16.78 - 302)</td><td align="center" valign="middle" >30.05 (0.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >U(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >228.5 (0.167)</td><td align="center" valign="middle" >229 (0.170)</td><td align="center" valign="middle" >303.5 (0.971)</td></tr><tr><td align="center" valign="middle" >ER</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >10.30 (6.22 - 18.84)</td><td align="center" valign="middle" >79.7 (18.52 - 295.04)</td><td align="center" valign="middle" >47.77 (10.20 - 174.23)</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >9.64 (5.73 - 27.10)</td><td align="center" valign="middle" >63.46 (16.78 - 302)</td><td align="center" valign="middle" >18.22 (7.02 - 41.34)</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >10.76 (5.68 - 18.49)</td><td align="center" valign="middle" >74.54 (16.78 - 257.22)</td><td align="center" valign="middle" >33.36 (7.43 - 174.23)</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >8.82 (6.79 - 11.72)</td><td align="center" valign="middle" >40.70 (19.39 - 81.57)</td><td align="center" valign="middle" >20.18 (7.15 - 42.69)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3.77 (0.288)</td><td align="center" valign="middle" >3.89 (0.273)</td><td align="center" valign="middle" >2.14 (0.545)</td></tr><tr><td align="center" valign="middle" >PR</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >11.54 (6.22 - 27.10)</td><td align="center" valign="middle" >91.17 (18.52 - 302)</td><td align="center" valign="middle" >39.04 (10.2 - 174.23)</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >23</td><td align="center" valign="middle" >9.87 (5.75 - 18.49)</td><td align="center" valign="middle" >59.22 (17.22 - 257.22)</td><td align="center" valign="middle" >23.00 (7.43 - 105.01)</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >9.92 (5.68 - 15.94)</td><td align="center" valign="middle" >71.85 (16.78 - 253.3)</td><td align="center" valign="middle" >29.16 (7.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >8.78 (5.68 - 27.10)</td><td align="center" valign="middle" >38.45 (19.39 - 69.83)</td><td align="center" valign="middle" >26.48 (10.75 - 174.23)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.50 (0.919)</td><td align="center" valign="middle" >0.59 (0.899)</td><td align="center" valign="middle" >4.87 (0.181)</td></tr><tr><td align="center" valign="middle" >Her2/neu</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >-</td><td align="center" valign="middle" >35</td><td align="center" valign="middle" >10.15 (5.73 - 27.1)</td><td align="center" valign="middle" >64.62 (16.78 - 302)</td><td align="center" valign="middle" >27.67 (7.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >+</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >10.71 (5.68 - 18.84)</td><td align="center" valign="middle" >109.45 (16.78 - 295.04)</td><td align="center" valign="middle" >36.55 (8.73 - 174.23)</td></tr><tr><td align="center" valign="middle" >++</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >8.59 (6.06 - 12.9)</td><td align="center" valign="middle" >29.55 (17.22 - 59.83)</td><td align="center" valign="middle" >16.60 (7.15 - 39.03)</td></tr><tr><td align="center" valign="middle" >+++</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >9.98 (5.68 - 27.10)</td><td align="center" valign="middle" >53.74 (22.34 - 102)</td><td align="center" valign="middle" >29.22 (8.83 - 76.60)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.39 (0.708)</td><td align="center" valign="middle" >1.52 (0.679)</td><td align="center" valign="middle" >3.77 (0.287)</td></tr><tr><td align="center" valign="middle" >Tumor size</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >T1 (≤2)</td><td align="center" valign="middle" >17</td><td align="center" valign="middle" >10.19 (5.73 - 18.84)</td><td align="center" valign="middle" >64.28 (17.22 - 257.22)</td><td align="center" valign="middle" >21.44 (7.02 - 105.01)</td></tr><tr><td align="center" valign="middle" >T2 (2 - ≤5)</td><td align="center" valign="middle" >37</td><td align="center" valign="middle" >9.92 (3.94 - 27.10)</td><td align="center" valign="middle" >71.48 (16.78 - 302.0)</td><td align="center" valign="middle" >30.64 (7.15 - 174.23)</td></tr><tr><td align="center" valign="middle" >T3 (&gt;5)</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >9.77 (6.76 - 15.94)</td><td align="center" valign="middle" >50.19 (18.52 - 88.52)</td><td align="center" valign="middle" >32.62 (14.68 - 95.76)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.12 (0.943)</td><td align="center" valign="middle" >0.20 (0.0.905)</td><td align="center" valign="middle" >2.44 (0.0.295)</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Lymph nodes involvement</td></tr><tr><td align="center" valign="middle" >N0</td><td align="center" valign="middle" >13</td><td align="center" valign="middle" >8.94 (7.37 - 10.80)</td><td align="center" valign="middle" >47.02 (20.70 - 128.96)</td><td align="center" valign="middle" >20.87 (8.83 - 42,69)</td></tr><tr><td align="center" valign="middle" >N1 (1 - 3)</td><td align="center" valign="middle" >24</td><td align="center" valign="middle" >9.06 (5.68 - 12.99)</td><td align="center" valign="middle" >44.45 (16.78 - 102)</td><td align="center" valign="middle" >22.81 (7.02 - 95.76)</td></tr><tr><td align="center" valign="middle" >N2 (3 - 9)</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >7.32 (6.22 - 8.02)</td><td align="center" valign="middle" >21.57 (18.52 - 23.74)</td><td align="center" valign="middle" >19.01 (14.68 - 23.28)</td></tr><tr><td align="center" valign="middle" >N3 (&gt;9)</td><td align="center" valign="middle" >19</td><td align="center" valign="middle" >12.49 (6.06 - 27.10)</td><td align="center" valign="middle" >111.86 (17.22 - 302.0)</td><td align="center" valign="middle" >42.03 (7.43 - 174.23)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >5.32 (0.150)</td><td align="center" valign="middle" >5.30 (0.151)</td><td align="center" valign="middle" >0.98 (0.806)</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Histological Grade</td></tr><tr><td align="center" valign="middle" >II</td><td align="center" valign="middle" >55</td><td align="center" valign="middle" >9.60 (5.68 - 18.84)</td><td align="center" valign="middle" >59.87 (16.78 - 295.04)</td><td align="center" valign="middle" >27.03 (7.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >III</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >15.01 (8.57 - 27.10)</td><td align="center" valign="middle" >149.13 (28.96 - 302)</td><td align="center" valign="middle" >40.17 (17.94 - 95.76)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >56.0 (0.029)*</td><td align="center" valign="middle" >56.1 (0.027)*</td><td align="center" valign="middle" >69.0 (0.068)</td></tr></tbody></table></table-wrap><table-wrap id="2_2"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="5"  >Clinical Stage</th></tr></thead><tr><td align="center" valign="middle" >I</td><td align="center" valign="middle" >1#</td><td align="center" valign="middle" >8.09#</td><td align="center" valign="middle" >26.35#</td><td align="center" valign="middle" >16.67#</td></tr><tr><td align="center" valign="middle" >II</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >7.68 (5.68 - 9.02)</td><td align="center" valign="middle" >24.68 (16.78 - 35.04)</td><td align="center" valign="middle" >17.75 (8.73 - 26.05)</td></tr><tr><td align="center" valign="middle" >III</td><td align="center" valign="middle" >11</td><td align="center" valign="middle" >7.17 (6.06 - 9.02)</td><td align="center" valign="middle" >21.53 (17.22 - 36.35)</td><td align="center" valign="middle" >16.38 (7.15 - 23.28)</td></tr><tr><td align="center" valign="middle" >IV</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >12.58 (9.14 - 27.10)</td><td align="center" valign="middle" >111.04 (38.09 - 302)</td><td align="center" valign="middle" >39.04 (7.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >60 (&lt;0.001)*</td><td align="center" valign="middle" >60 (&lt;0.001)*</td><td align="center" valign="middle" >1.22 (0.747)</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Vascular Invasion</td></tr><tr><td align="center" valign="middle" >Negative</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >9.35 (9.22 - 9.49)</td><td align="center" valign="middle" >45.26 (42.0 - 48.52)</td><td align="center" valign="middle" >23.39 (17.65 - 29.13)</td></tr><tr><td align="center" valign="middle" >Positive</td><td align="center" valign="middle" >28</td><td align="center" valign="middle" >10.07 (5.68 - 27.10)</td><td align="center" valign="middle" >68.07 (16.78 - 302)</td><td align="center" valign="middle" >28.29 (7.02 - 174.23)</td></tr><tr><td align="center" valign="middle" >U(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >52.0 (0.824)</td><td align="center" valign="middle" >52.0 (0.824)</td><td align="center" valign="middle" >42.0 (0.547)</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Site of Metastasis</td></tr><tr><td align="center" valign="middle" >Bone</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >14.64 (9.02 - 18.49)</td><td align="center" valign="middle" >146.40 (36.35 - 257.22)</td><td align="center" valign="middle" >48.02 (7.43 - 105.01)</td></tr><tr><td align="center" valign="middle" >Lung</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >12.62 (9.49 - 15.94)</td><td align="center" valign="middle" >117.92 (48.52 - 253.30)</td><td align="center" valign="middle" >37.06 (7.02 - 56.34_</td></tr><tr><td align="center" valign="middle" >Liver</td><td align="center" valign="middle" >6</td><td align="center" valign="middle" >12.29 (9.23 - 15.94)</td><td align="center" valign="middle" >108.30 (46.35 - 253.30)</td><td align="center" valign="middle" >43.98 (14.13 - 95.76)</td></tr><tr><td align="center" valign="middle" >Other sites</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >10.17 (9.22 - 81.57)</td><td align="center" valign="middle" >60.07 (42 - 81.57)</td><td align="center" valign="middle" >25.55 (7.02 - 81.56)</td></tr><tr><td align="center" valign="middle" >H(p)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >7.91 (0.048)*</td><td align="center" valign="middle" >7.05 (0.070)</td><td align="center" valign="middle" >4.70 (0.195)</td></tr></tbody></table></table-wrap></table-wrap-group><p>U: Mann Whitney test, H: H for Kruskal Wallis test. *: Statistically significant at p ≤ 0.05, #: Excluded from the relation due to small number of case (n = 1).</p><p>IL-6 showed a significant association histological grade (p = 0.029, 0.027 respectively) and clinical stage (p &lt; 0.001) (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Spearman correlations also revealed a significant positive correlation between both markers with patients’ histological grade (r<sub>s</sub> = 0.282, p = 0.029, r<sub>s</sub> = 0.284, p = 0.028) and clinical stage (r<sub>s</sub> = 0.789, p &lt; 0.001, r<sub>s</sub> = 0.788, p &lt; 0.001) for YBX-1 and IL-6 respectively.</p><p>Further investigation of the levels of YBX-1 and IL-6 in metastatic group (n = 30) showed that they are further associated with lymph nodes involvement (p = 0.001, 0.025) and vascular invasion (p = 0.046, 0.003) as presented in <xref ref-type="fig" rid="fig3">Figure 3</xref>. Metastasis site-specific analysis showed a significant difference between YBX-1 level (H = 7.91, p = 0.048), however, none of the major metastasis sites (Bone, lung and liver) showed a significant elevation than the other. Furthermore, no particular site of metastasis showed a significant elevation in IL-6 and CA 15-3 than the others (H = 7.05, p = 0.070 and H = 4.70, p = 0.195 respectively).</p></sec><sec id="s3_4"><title>3.4. Correlation of YBX-1 and IL-6 Serum Concentrations in BC Patients</title><p>In the overall breast cancer patients (n = 60) the median YBX-1 serum levels was 9.08 &#177; 0.50 pg/ml and IL-6 was 37.22 &#177; 9.08. IL-6 levels were elevated in patients with higher YBX-1 level. As shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>, Spearman correlation between YBX-1 and IL-6 levels revealed that there was a significant positive correlation between the levels of both markers (r<sub>s</sub> = 0.615, p &lt; 0.001).</p></sec><sec id="s3_5"><title>3.5. YBX-1 and IL-6 Have Superior Sensitivity and Specificity over CA 15-3 in Predicting BC Metastasis</title><p>Investigating the sensitivity and specificity of YBX-1 and IL-6 in predicting BC metastasis we constructed a ROC curve against CA15-3. The ROC curve for YBX-1 (<xref ref-type="fig" rid="fig5">Figure 5</xref>(a)) had an area below the curve of 0.892 (p &lt; 0.001) with confidence interval (0.0826 - 0.958). The cut-off point, or Youden Index, was 8.5 pg/ml. The model has high specificity (79.3%) and sensitivity (86.7%). Regarding the IL-6, area below the curve was 0.996 (p = 0.004) with confidence intervals (0.988 - 1.000). The Youden index was 8.74 pg/ml with 100% sensitivity and 90.9% specificity (<xref ref-type="fig" rid="fig5">Figure 5</xref>(b)).</p></sec></sec><sec id="s4"><title>4. Discussion</title><p>Regardless of the current advances in diagnosis and treatment, recurrence and metastasis still threaten a high number of breast cancer patients and contribute to the high disease related mortality rates. In the present study, we primarily aimed to quantify serum levels of YBX-1 and IL-6 in breast cancer patients compared to CA 15-3 which is routinely used to follow up BC patients. Our results showed that both YBX-1 and IL-6 are significantly elevated in BC patients and their levels are even more elevated with cancer metastasis. On the other hand, although CA 15.3 was significantly elevated in both cancer groups, its levels in metastatic and non-metastatic patients were not significantly different.</p><p>The elevated levels of YBX-1 especially in metastatic BC patients is supported by the strong evidence on its role in breast cancer progression and aggressiveness. A meta-analysis showed that the patients with increasing YBX-1 expression are at high risk of relapse and metastasis compared with those with low YBX-1 expression [<xref ref-type="bibr" rid="scirp.93665-ref22">22</xref>] . Although most previous data focused on evaluating the nuclear and/or cytoplasmic expression of YBX-1 in tumor cells, very scarce studies have</p><p>focused on evaluating its serum levels. YBX-1 is secreted through anon-classical vesicle-mediated pathway, from mesangial and monocyticcells under lipopolysaccharide-induced inflammatory stress [<xref ref-type="bibr" rid="scirp.93665-ref23">23</xref>] . In 2014, Tacke et al. have reported that YBX-1/p-18 fragment is more prevalent in the plasma of patients with different malignancies including lung, breast and hematological malignancies [<xref ref-type="bibr" rid="scirp.93665-ref24">24</xref>] . Several studies have also supported the role of IL-6 in BC however their results were contradicting. Our results suggest that IL-6 is associated with poor clinical outcome. These results are supported with the results of Ma et al. (2017) who reported the association of elevated serum IL-6 with poor prognosis [<xref ref-type="bibr" rid="scirp.93665-ref25">25</xref>] . Nevertheless, other reports have characterized IL-6 as a marker of good prognosis [<xref ref-type="bibr" rid="scirp.93665-ref26">26</xref>] . This apparent contradiction might be attributed to the difference in patients’ stratification according to hormonal status. Studies conducted on patients with mixed ER/PR status showed similar results to ours unlike studies that focused on ER+ patients alone [<xref ref-type="bibr" rid="scirp.93665-ref27">27</xref>] . It worth notion that ERα+ BC cells have been reported to produce minimal autocrine IL-6 and are dependent on paracrine IL-6 from within the tumor microenvironment including that produced by bone fibroblasts and adipose tissue [<xref ref-type="bibr" rid="scirp.93665-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref28">28</xref>] . IL-6 exerts its effects on ERα+ BC cells via the phosphorylation of tyrosine 705 of signal transducer and activator of transcription (STAT) 3 and consequently, promotes growth and invasion [<xref ref-type="bibr" rid="scirp.93665-ref29">29</xref>] .</p><p>As for the relation between YBX-1 and IL-6 our results indicated a significant positive correlation between the two parameters. These results are supported by previous reports suggesting that IL-6 is a transcriptional target for YBX-1 activity [<xref ref-type="bibr" rid="scirp.93665-ref30">30</xref>] . The results of Castellana et al. supported that forced expression of YBX-1 increased IL-6 levels in three BC cell lines by directly binding and stabilizing the short-lived mRNA of IL-6 [<xref ref-type="bibr" rid="scirp.93665-ref31">31</xref>] . The interplay between YBX-1 and IL-6 seems to create a positive feed-forward loop leading to the activation of EMT-like features of cancer cells, including increased motility thus promoting cell invasion and metastasis [<xref ref-type="bibr" rid="scirp.93665-ref32">32</xref>] .</p><p>The significant elevation of YBX-1 and IL-6 in breast cancer patients was further analyzed by stratifying the patients according to their clinicopathological characteristics. Our results indicated that YBX-1 and IL-6 serum levels were significantly correlated to advanced histological grade and poor clinical stage in BC patients. Further analysis indicated that both parameters were significantly associated with increased lymph nodes involvement and positive vascular invasion in metastatic breast cancer patients which supports our hypothesis of their central role in cancer invasion and metastasis. In agreement with our results, Nuclear YB-1 expression was found to be correlated with disease stage, tumor diameter, stromal invasion, and lymph-node metastasis in cervical cancer. It was also found to be correlated with epithelial growth factor receptor expression which implies to its role in processes associated with tumor development and progression, such as cell growth, inhibition of apoptosis, cell migration, and angiogenesis [<xref ref-type="bibr" rid="scirp.93665-ref18">18</xref>] . YBX-1 expression level was also correlated with tumor grade and invasiveness in bladder carcinoma [<xref ref-type="bibr" rid="scirp.93665-ref33">33</xref>] . YBX-1 has also been reported to be associated with “stem cell-like” tumor phenotype based on retrospective immune-histochemical study of paraffin-embedded breast cancer tissues [<xref ref-type="bibr" rid="scirp.93665-ref34">34</xref>] . A recent study reported a co-elevation of serum YBX-1 and IL-6 in breast cancer patients that was significantly correlated to bone metastasis [<xref ref-type="bibr" rid="scirp.93665-ref35">35</xref>] .</p><p>Regarding the utility of YBX-1 and IL-6 as clinical biomarkers, we analyzed their sensitivity and specificity in identifying metastatic breast cancer patients compared to CA 15-3 which is routinely used as a follow up and prognostic marker. Our results indicated that YBX-1 and IL-6 had significantly higher sensitivity and specificity than CA 15-3 which implies their potential role as prognostic markers for breast cancer. The prognostic role of YBX-1 and IL-6 has been referred to in a number of previous studies on various types of cancers including ovarian [<xref ref-type="bibr" rid="scirp.93665-ref36">36</xref>] , prostate [<xref ref-type="bibr" rid="scirp.93665-ref37">37</xref>] , acute lymphoblastic leukemia [<xref ref-type="bibr" rid="scirp.93665-ref38">38</xref>] and multiple myeloma [<xref ref-type="bibr" rid="scirp.93665-ref39">39</xref>] . However, most of these studies focused on analysis of either fresh or paraffin-imbedded tissues with few exceptions which focused on minimally invasive samples like serum or plasma [<xref ref-type="bibr" rid="scirp.93665-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.93665-ref40">40</xref>] . Our results therefore support the evidence that serum YBX-1 and IL-6 levels can be used as valuable biomarkers of breast cancer with a strong potential of predicting metastasis.</p><p>Our study experienced some limitations including the small sample size, which might have caused less statistical power. Another limitation is that we didn’t include disease-free and overall survival follow-up and analysis to allow a more detailed investigation of their prognostic significance. Therefore, further study with a larger sample size and patients’ follow-up is needed.</p></sec><sec id="s5"><title>5. Conclusion</title><p>From the results of this study, we can conclude that serum YBX-1 and IL-6 are potential biomarkers of breast cancer patients with significant correlation with poor clinicopathological characteristics. Serum YBX-1 and IL-6 have superior sensitivity and specificity compared to CA15-3 and can serve as a potential follow up and prognostic marker.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Abd-Elaziz, C.K., El Moneim, N.A.A., El Feky, S.E. and Arafat, A.M. (2019) Serum Y-Box Binding Protein 1 (YBX-1) and Interleukin 6 (IL-6) Are Associated with Metastasis in Breast Cancer Patients. Advances in Breast Cancer Research, 8, 119-134. https://doi.org/10.4236/abcr.2019.83009</p></sec></body><back><ref-list><title>References</title><ref id="scirp.93665-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Bray, F., Ferlay, J., Soerjomataram, I., Siegel, R.L., Torre, L.A. and Jemal, A. (2018) Global Cancer Statistics 2018: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. 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