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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">abc</journal-id>
      <journal-title-group>
        <journal-title>Archives of Breast Cancer</journal-title>
        <abbrev-journal-title abbrev-type="pubmed">Arch Breast Cancer</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">2383-0425</issn>
      <issn pub-type="epub">2383-0433</issn>
      <publisher>
        <publisher-name>Farname Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.32768/abc.2024114392-399</article-id>
      <article-id pub-id-type="manuscript">988</article-id>
      <article-version vocab="JAV" vocab-identifier="http://www.niso.org/publications/rp/RP-8-2008.pdf" 
        article-version-type="VoR" vocab-term="Version of Record">version-of-record</article-version>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Impact of CYP2D6 Polymorphisms on Predicting the Adverse Effects of Tamoxifen and Recurrence in ER+ Breast Cancer Patients</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Boucenna</surname>
            <given-names>Amira</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">a</xref>
          <xref ref-type="corresp" rid="cor1">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hirech</surname>
            <given-names>Ahmed</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">b</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Rezgoune</surname>
            <given-names>Mohamed Larbi</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">a</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Satta</surname>
            <given-names>Dalila</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">a</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>a</label>
        <institution>Department of Animal Biology, Laboratory of Molecular and Cellular Biology, University of Constantine 1</institution>
        <city>Constantine</city>
        <country country="DZ">Algeria</country>
      </aff>
      <aff id="aff2">
        <label>b</label>
        <institution>Faculty of Natural and Life Sciences, University of Ahmed Draia Adrar</institution>
        <city>Adrar</city>
        <country country="DZ">Algeria</country>
      </aff>
      <author-notes>
        <corresp id="cor1">
          <label>*</label>
          Address for correspondence: 
          <bold>Amira Boucenna</bold>, 
          <institution>Department of Animal Biology, Laboratory of Molecular and Cellular Biology, University of Constantine 1</institution>, 
          <city>Constantine</city>, 
          <country>Algeria</country>
        </corresp>
        <fn fn-type="coi-statement">
          <p>The authors declare that no competing interests exist.</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2024">
        <year>2024</year>
      </pub-date>
      <volume>11</volume>
      <issue>4</issue>
      <fpage>392</fpage>
      <lpage>399</lpage>
      <history>
        <date date-type="received" iso-8601-date="2024-07-10">
          <day>10</day>
          <month>07</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2024-09-06">
          <day>06</day>
          <month>09</month>
          <year>2024</year>
        </date>
        <date date-type="accepted" iso-8601-date="2024-10-06">
          <day>06</day>
          <month>10</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#x00A9; 2024 Archives of Breast Cancer</copyright-statement>
        <copyright-year>2024</copyright-year>
        <copyright-holder>Archives of Breast Cancer</copyright-holder>
        <license license-type="open-access">
          <license-p>
            This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License 
            (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc/4.0/" xlink:title="Creative Commons Attribution-NonCommercial 4.0 International License">
              Creative Commons Attribution-NonCommercial 4.0 International License
            </ext-link>), 
            which permits copy and redistribution of the material in any medium or format or adapt, remix, transform, and build upon the material for any purpose, except for commercial purposes.
          </license-p>
          <ali:license_ref>https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
        </license>        
      </permissions>
      <self-uri xlink:href="https://www.archbreastcancer.com/index.php/abc/article/view/1013" content-type="pdf" xlink:title="PDF Full Text"/>
      <abstract>
        <title>Abstract</title>
        <p id="P1"><bold>Background:</bold> Breast cancer is a major public health concern in Algeria. Tamoxifen has been approved for the treatment of ER+ breast cancer. Some of the negative side effects of tamoxifen are considered as the reason for discontinuation of the treatment, which would otherwise be potentially lifesaving. In the current study, we assessed the association between CYP2D6 polymorphisms and tamoxifen efficacy in the Algerian population receiving tamoxifen as adjuvant therapy in ER+ breast cancer.</p>
        <p id="P2"><bold>Methods:</bold> A total of 76 Algerian women recruited using a convenience sampling approach with a histologically confirmed diagnosis of ER+ breast cancer treated with tamoxifen as an adjuvant therapy were investigated. DNA genotyping was performed by TaqMan Open Array technology. Tamoxifen and its metabolite levels were measured by ultra-high-performance liquid chromatography (UHPLC), followed by electrospray tandem mass spectrometry (LC-MS/MS).</p>
        <p id="P3"><bold>Results:</bold> A significant association was observed between the presence of a deficit copy of enzyme activity and the development of adverse effects after the commencement of tamoxifen therapy. Low plasma endoxifen was observed in patients categorized as NM/PM, IM/ IM, IM/PM, and PM/PM. Patients with increased plasma endoxifen concentrations were significantly more likely not to report recurrences (P&lt;0.05) than patients with reduced or null activity. We realized that the combination genotypes NM/PM, IM/IM, IM/PM, and PM/PM were more strongly associated with disease recurrence and adverse effects than NM carriers of the CYP2D6*1 allele (P&lt;0.05).</p>
        <p id="P4"><bold>Conclusion:</bold> Our results show that CYP2D6 polymorphism should be considered in predicting the occurrence of adverse effects of fatty liver in women treated with tamoxifen. Thus, alternative treatment can be considered, and lifestyle modifications can be implemented.</p>
      </abstract>
      <kwd-group>
        <title>Keywords</title>
        <kwd>tamoxifen</kwd>
        <kwd>CYP2D6</kwd>
        <kwd>breast cancer</kwd>
        <kwd>pharmacogenetics</kwd>
        <kwd>endoxifen</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>No specific grant from funding agencies in the public, commercial, or not-for-profit sectors was received for this study.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro" id="S1">
      <title>Introduction</title>
      <p id="P5">Breast cancer is a multidisciplinary disease.<sup><xref rid="R1" ref-type="bibr">1</xref></sup> Over 2.3 million incidences in both sexes combined and 685,000 deaths from breast cancer occurred across ethnicities in 2022.<sup><xref rid="R2" ref-type="bibr">2</xref></sup> It is a major public health concern in Algeria, with an incidence rate of about 11847 new cases in 2018. Approximately 75% of breast cancer patients are estrogen receptor-positive (ER+)<sup><xref rid="R3" ref-type="bibr">3</xref></sup>, making this hormone a target of endocrine therapies (Ets). Tamoxifen has been approved by the Food and Drug Administration (FDA) for the treatment of ER+ breast cancer, and several studies are currently investigating its therapeutic potential. Tamoxifen undergoes metabolism via cytochrome p450 enzymes in the liver, with the major metabolites formed being endoxifen and 4-hydroxytamoxifen, which are believed to be more potent anti-estrogens than tamoxifen itself.<sup><xref rid="R4" ref-type="bibr">4</xref>,<xref rid="R5" ref-type="bibr">5</xref></sup> The main pathway for tamoxifen biotransformation is via its hydroxylation to form 4-hydroxytamoxifen, and then to endoxifen, which is catalyzed primarily by Cytochrome P450 2D6 (CYP2D6). To standardize genotype-to-phenotype translations of the various CYP2D6 variant alleles, the mechanisms for assigning enzyme activity scores were established by Gaedigk and colleagues.<sup><xref rid="R6" ref-type="bibr">6</xref>,<xref rid="R7" ref-type="bibr">7</xref></sup>. In this system, CYP2D6 variant alleles were assigned enzyme activity scores between 0 and 1, referring to no (‘null’) and fully functional enzyme activities, respectively. Based on the assigned activity score of the alleles, individual diplotypes’ scores are calculated, ranging from ‘0’ for null/null carriers to ‘≥3’ for carriers of multiplications of fully functional alleles.<sup><xref rid="R8" ref-type="bibr">8</xref>-<xref rid="R11" ref-type="bibr">11</xref></sup> The metabolism of tamoxifen is altered by CYP2D6 polymorphisms, which can change a drug’s side effects profile and treatment efficacy depending on the CYP2D6 phenotype. Poor Metabolizers (PMs) are at an elevated risk for failure to reach therapeutic levels.<sup><xref rid="R12" ref-type="bibr">12</xref></sup> Some of the negative side effects of tamoxifen can be attributed to its agonist or antagonist actions, depending on the target tissue and the presence or absence of co-activators or co-repressors.<sup><xref rid="R13" ref-type="bibr">13</xref></sup> Therefore, they are often the reason for discontinuation of the treatment, which would otherwise be potentially lifesaving.<sup><xref rid="R14" ref-type="bibr">14</xref></sup> Potentially through the agonist action on the uterus, tamoxifen is known to cause uterine fibroids, post-menopausal vaginal bleeding, and menstrual changes. Otherwise, fatty liver is a common side effect of this drug that affects about 43% of patients<sup><xref rid="R15" ref-type="bibr">15</xref></sup> within the first two years of treatment.<sup><xref rid="R16" ref-type="bibr">16</xref>-<xref rid="R17" ref-type="bibr">17</xref></sup> CYP2D6 polymorphisms and the risk of side effects during tamoxifen treatment have been the subject of prior research.<sup><xref rid="R18" ref-type="bibr">18</xref>-<xref rid="R20" ref-type="bibr">20</xref></sup> In the current study, we assessed the association between CYP2D6 polymorphisms and tamoxifen efficacy in the Algerian population receiving tamoxifen as adjuvant therapy in ER+ breast cancer.</p>
    </sec>
    <sec sec-type="methods" id="S2">
      <title>Methods</title>
      <sec id="S3">
        <title>Study design and patient recruitment</title>
        <p id="P6">From September to December 2015, in a cross-sectional study, a total of 76 Algerian women recruited using a convenience sampling approach with a histologically confirmed diagnosis of ER+ breast cancer treated with tamoxifen as an adjuvant therapy were investigated during a routine clinical visit at Benbadis Hospital, Constantine Anti-Cancer Center (CAC), Department of Oncology and Radiotherapy. Steady-state blood samples of the patients treated with tamoxifen (20 mg per day) were collected on-site within the first year of treatment. The patients consulted the hospital once a month, three or six times a year, depending on the progress of their treatment. The use of human blood samples and protocols in our study strictly followed the principles expressed in the Declaration of Helsinki. We asked the participants if they would be willing to donate a blood sample for genetic research purposes. All the participants included in our study completed a questionnaire, which allowed us to obtain the necessary information for our study, and a 5 mL venous blood sample was obtained from each. Medical and histopathology reports of the patients were reviewed at the hospital. The age of the patients ranged from 30 to 60 years, with a median age of 45 years (Table 1). The patients taking CYP2D6 inhibitors were excluded; those who had conditions before starting the tamoxifen therapy that could interfere with tamoxifen’s side effects were also excluded from the study, which was confirmed by interviewing the patients prior to recruitment. Medical reports prepared by doctors treating the patients for the initial assessment of breast cancer and in preparation for surgery after the commencement of tamoxifen therapy were evaluated. Clinical files indicating the adverse effects of tamoxifen, such as fatty liver, uterine fibroids, and an ovarian cyst, were reevaluated. For liver function tests, blood reports were checked.</p>
        <table-wrap id="T1" position="float">
          <label>Table 1</label>
          <caption>
            <title>Demographic and clinical parameters of the patients</title>
          </caption>
          <table>
            <thead>
              <tr>
                <th>Characteristic</th>
                <th>Value n (%)</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>Age, y (IQR)</td>
                <td>45.36 (8)</td>
              </tr>
              <tr>
                <td colspan="2">Family status</td>
              </tr>
              <tr>
                <td>Single</td>
                <td>11 (14.4%)</td>
              </tr>
              <tr>
                <td>Married</td>
                <td>64 (84.1%)</td>
              </tr>
              <tr>
                <td>Divorced</td>
                <td>1 (1.3%)</td>
              </tr>
              <tr>
                <td colspan="2">Number of children at diagnosis</td>
              </tr>
              <tr>
                <td>0</td>
                <td>23 (30.3%)</td>
              </tr>
              <tr>
                <td>1</td>
                <td>2 (2.6%)</td>
              </tr>
              <tr>
                <td>2</td>
                <td>6 (7.9%)</td>
              </tr>
              <tr>
                <td>3</td>
                <td>17 (22.4%)</td>
              </tr>
              <tr>
                <td>≥ 4</td>
                <td>28 (36.8%)</td>
              </tr>
              <tr>
                <td colspan="2">Tumor size</td>
              </tr>
              <tr>
                <td>≤ 2 cm</td>
                <td>48 (63.2%)</td>
              </tr>
              <tr>
                <td>2 cm &lt; size ≤ 4 cm</td>
                <td>19 (25%)</td>
              </tr>
              <tr>
                <td>&gt; 5cm</td>
                <td>9 (11.8%)</td>
              </tr>
              <tr>
                <td colspan="2">Grade</td>
              </tr>
              <tr>
                <td>I</td>
                <td>4 (5.3%)</td>
              </tr>
              <tr>
                <td>II</td>
                <td>50 (65.8%)</td>
              </tr>
              <tr>
                <td>III</td>
                <td>22 (28.9%)</td>
              </tr>
              <tr>
                <td colspan="2">Node status</td>
              </tr>
              <tr>
                <td>PN0</td>
                <td>13 (17.1%)</td>
              </tr>
              <tr>
                <td>PN+</td>
                <td>51 (82.9%)</td>
              </tr>
              <tr>
                <td colspan="2">Histologic type of tumor</td>
              </tr>
              <tr>
                <td>Ductal</td>
                <td>69 (90.8%)</td>
              </tr>
              <tr>
                <td>Lobular</td>
                <td>5 (6.7%)</td>
              </tr>
              <tr>
                <td>Other types</td>
                <td>2 (2.5%)</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN93">
              <p>IQR: interquartile range N+, regional lymph node; N0, no regional lymph node</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="S4">
        <title>Snp selection and genotyping</title>
        <p id="P7">Genomic DNA was isolated from the leucocytes of venous blood by proteinase K digestion using the NaCl method of extraction following the protocol suggested by Miller and coworkers.<sup><xref rid="R21" ref-type="bibr">21</xref></sup> The quality and quantity of DNA were determined by Nanodrop. We examined the common alleles of CYP2D6 in our sample based on their positive correlation with plasma concentrations of tamoxifen and its metabolites in ER+ breast cancer patients receiving tamoxifen as adjuvant treatment (Table 2). The analysis of CYP2D6 polymorphisms was performed by the TaqMan polymerase chain reaction. Copy number variation (CNV) for CYP2D6 was analyzed using TaqMan commercial probes according to the TaqMan Copy Number assay protocol recommended by Applied Biosystems. Data were analyzed by Copy Caller software v.2 using a 2-copy as a positive control. The predicted copy number was assessed for the three probes, and the mean and standard deviation were also calculated. To transform the Single Nucleotide Polymorphisms (SNP) and CNV results into a concrete genotype, Allele Typer Software was employed with predesigned tables for every gene. Information about the different alleles of different genes was selected from the PharmGKB website.<sup><xref rid="R8" ref-type="bibr">8</xref></sup> The genotype analysis was carried out in collaboration with the pharmacogenetics laboratory placed in the Center for Research in Molecular Medicine and Chronic Disease, CiMUS (Santiago, Spain).</p>
        <table-wrap id="T2" position="float">
          <label>Table 2</label>
          <caption>
            <title>The SNPs Selected to Be Analyzed in Our Study</title>
          </caption>
          <table>
            <thead>
              <tr>
                <th>Gene</th>
                <th>Haplotype</th>
                <th>rs</th>
                <th>Alteration</th>
                <th>Reference Allele</th>
                <th>Taqman probe used</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>CYP2D6</td>
                <td>CYP2D6*-</td>
                <td>rs1080985</td>
                <td>1584C&gt;G</td>
                <td>G/G</td>
                <td>C 32407252_30</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*4, *10</td>
                <td>rs1080985</td>
                <td>100C&gt;T</td>
                <td>G/G</td>
                <td>C 11484460_40</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*11</td>
                <td>rs1080985</td>
                <td>883G&gt;C</td>
                <td>C/C</td>
                <td>C 30634118_A0</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*17</td>
                <td>rs1080985</td>
                <td>1023C&gt;T</td>
                <td>G/G</td>
                <td>C 2222771_A0</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*6</td>
                <td>rs1080985</td>
                <td>1707delT</td>
                <td>A/A</td>
                <td>C 32407243_20</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*4</td>
                <td>rs1080985</td>
                <td>1846G&gt;A</td>
                <td>C/C</td>
                <td>C 27102431_D0</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*3</td>
                <td>rs1080985</td>
                <td>2549delA</td>
                <td>T/T</td>
                <td>C 32407232_50</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*9</td>
                <td>rs1080985</td>
                <td>2615_2617delAAG</td>
                <td>TTC/TTC</td>
                <td>C 32407229_60</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*-</td>
                <td>rs1080985</td>
                <td>2850C&gt;T</td>
                <td>G/G</td>
                <td>C 27102425_10</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*41</td>
                <td>rs1080985</td>
                <td>2988G&gt;A</td>
                <td>C/C</td>
                <td>C 34816116_20</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*29</td>
                <td>rs1080985</td>
                <td>3183G&gt;A</td>
                <td>C/C</td>
                <td>C 34816113_20</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*-</td>
                <td>rs1080985</td>
                <td>4180G&gt;C</td>
                <td>C/C</td>
                <td>C 27102414_10</td>
              </tr>
              <tr>
                <td/>
                <td>CYP2D6*35</td>
                <td>rs1080985</td>
                <td>31G&gt;A</td>
                <td>C/C</td>
                <td>C 27102444_F0</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN94">
              <p>CYP2D6, cytochrome P450 2D6; del, deletion; rs, reference single-nucleotide polymorphism.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="S5">
        <title>Chromatography and sample preparation</title>
        <p id="P8">It is not possible to predict the efficacy of treatment without measuring the different rates of endoxifen levels in plasma patients. We used the method described by Bobin et al<sup><xref rid="R22" ref-type="bibr">22</xref></sup> to separate and quantify tamoxifen and its metabolites in plasma. Blood samples were centrifuged at 3000 rpm within 1 hour of collection; the plasma was extracted and stored at −80 °C until analysis. Tamoxifen and its major metabolites N-desmethyltamoxifen, 4-hydroxytamoxifen, and endoxifen were quantified by Molecular Medicine and Chronic Diseases Center (CiMUS), Santiago de Compostela, Spain, Department of Pharmacology, by ultra-high-performance liquid chromatography (UHPLC) followed by electrospray tandem mass spectrometry (LC-MS/MS). Briefly, stock solutions of the studied analytes and internal standards were prepared at 1mg/ml of Z-isomer in methanol. These stock solutions were diluted from 10 to 5000 ng/mL for tamoxifen and N-desmethyltamoxifen, from 2 to 1000 ng/mL for endoxifen, and from 1 to 500 for 4-hydroxytamoxifen in water/methanol (30/70), with formic acid 0.1%, to solubilize the analytes. These diluted solutions were extemporaneously further diluted in blank plasma to yield the following calibrator concentrations: from 1, 5, 20, 100, 250 and 500 ng/ml; from 0.2, 1, 4, 20, 50 and 100 ng/ml and from 0.1, 0.5, 2, 10, 25 and 50ng/ml for both tamoxifen and N-desmethyltamoxifen, endoxifen and 4-hydroxytamoxifen, respectively. Internal standard solutions were extemporaneously diluted in acetonitrile: formic acid 0.1%, for final concentrations of 5 and 20 ng/mL for endoxifen, 4-hydroxytamoxifen, tamoxifen, and N-desmethyltamoxifen, respectively. For the preparation of quality control (QC) samples, independent stock solutions were prepared as above, to yield the following concentrations in plasma: 1, 2.5, 40 and 400 ng/mL; 0.2, 0.5, 8 and 80 ng/mL and 0.1, 0.25, 4 and 40 ng/mL, for both tamoxifen and N-desmethyltamoxifen, endoxifen and 4-hydroxytamoxifen, respectively. All the stock solutions and intermediary solutions were aliquoted and stored at −80 °C. A total of 100 μL of water: formic acid 100:1 (v:v) was added to 100μl of plasma samples in 1.5 ml micro centrifuge tubes, and vigorously vortexed for 30 seconds to remove protein interaction with plasma. Methanol (100 μL) was added, and the aliquots were transversely agitated for 10 min at room temperature. The samples (300 μL) were again vortexed after the addition of 400μl of internal standard solution and then centrifuged at 18 000g for 10 minutes at 4 °C. Finally, 300 μL of supernatant was mixed with 300 μl of water: formic acid (100:0.2, v:v), ammonium formate 2 mM directly in the vials.</p>
      </sec>
      <sec id="S6">
        <title>Statistical analysis</title>
        <p id="P9">IBM SPSS Statistics 22 for Windows was used to statistically analyze the data. The Kruskal–Wallis test was used to compare possible differences in endoxifen levels between homozygotes for the CYP2D6 null allele (PM) and patients homozygous for CYP2D6 reduced functional allele IM/IM or heterozygous with deficit allele CYP2D6 IM/PM. Two-sided Fisher’s exact test was used to study the genotypes and to predict the recurrence of the disease.</p>
      </sec>
    </sec>
    <sec sec-type="results" id="S7">
      <title>Results</title>
      <p id="P10">Table 3 shows the frequency distribution of CYP2D6 phenotype among breast cancer patients. In total, 9 different alleles within 25 genotypes were identified. A total of 29 patients (38.1%) had a multiplication of the CYP2D6 allele. The most frequent CYP2D6 gene polymorphism for ultra-rapid metabolizer (URM) was *2/*2XN, which occurred in 14 patients (18.4%). Also, 40 patients (52.6%) showed a normal metabolizer (NM) phenotype (CYP2D6*1, CYP2D6*2, CYP2D9*35, and CYP2D6*39), with the most common allele being *1/*2 with a frequency of 13 (17.1%). PM (CYP2D6*5) and intermediate metabolizer (IM) (CYP2D6*10, CYP2D6*17, and CYP2D6*41) were seen in 1 (1.3%) and 6 (7.9%) patients, respectively. Two-sided Fisher’s exact test was used to determine the association between the Clinical parameters and CYP2D6 diplotype. Significant differences between tamoxifen’s adverse effects and different groups of CYP2D6 diplotype were observed (P&lt;0.001).</p>
      <table-wrap id="T3" position="float">
        <label>Table 3</label>
        <caption>
          <title>Frequency of CYP2D6 genotype among study participants</title>
        </caption>
        <table>
          <thead>
            <tr>
              <th>CYP2D6 phenotype</th>
              <th>frequency</th>
              <th>Value %</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td>NM</td>
              <td>40</td>
              <td>52.6%</td>
            </tr>
            <tr>
              <td>URM</td>
              <td>29</td>
              <td>38.1%</td>
            </tr>
            <tr>
              <td>IM</td>
              <td>6</td>
              <td>7.9%</td>
            </tr>
            <tr>
              <td>PM</td>
              <td>1</td>
              <td>1.3%</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN95">
            <p>CYP2D6, cytochrome P450 2D6; IM, intermediate metabolizer; NM, normal metabolizer; PM, poor metabolizer; URM, ultrarapid metabolizer.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p id="P11">Tamoxifen’s adverse effects were evaluated in all patients. Table 4 indicates the clinical parameters in association with diplotype. Significant differences between tamoxifen adverse effects and different groups of CYP2D6 diplotype were observed (P&lt;0.00). No adverse effect was found in 47 (61.8%) of the patients, and a positive adverse effect was found in 29 (38.1%) of the study group. Diabetes mellitus was detected in n=8 (10.5%) of patients, those in groups categorized as NM/IM n=6 (7.8%), URM/NM/ n=1 (1.3%), and NM/PM n=1(1.3%) (P&lt;0.00). However, hyperlipidemia was found in n = 8 (10.5%) of patients, those in groups categorized as NM/IM n=3 (3.9%), URM/NM n=1 (1.3%), NM/NM n=1 (1.3%), NM/PM n=1 (1.3%), IM/IM n=1 (1.3%) and PM/PM n=1 (1.3%) (P&lt;0.00). Regarding hypertension, 11 patients (14.8%) developed hypertension after the commencement of tamoxifen treatment. Specifically, 4 patients had NM/IM diplotype (5.2%), 2 patients showed NM/NM (2.6%), 2 patients had PM/IM (2.6%), 1 patient showed URM/URM (1.3%), 1 patient had URM/NM (1.3%), and 1 patient showed PM/PM (1.3%) (P&lt;0.00). Abdominal ultrasound identified hepatosteatosis in 20 (26.3%) patients, while no hepatosteatosis was detected in 56 (73.6%) patients. Also, 13 patients (17.1%) had fatty liver following the commencement of tamoxifen therapy diagnosed as NM/IM, 2 (2.6%) were URM/NM, 2 (2.6%) were IM/IM, 2 (2.6%) were IM/PM and 1 (1.3%) was PM/PM. We observed a sequential association between the initiation of tamoxifen therapy and the occurrence of fatty liver in patients performing at least one copy of deficient enzyme activity (Figure 1). Of patients who developed fatty liver, 8 (40%) had Diabetes mellitus, 6 (30%) had hyperlipidemia, and 8 (40%) had hypertension.</p>
      <fig id="F1">
        <label>Figure 1</label>
        <caption>
          <p>Plasma Endoxifen concentration in women with ER+ breast cancer was associated with the risk of tamoxifen adverse effects. Patients with high plasma endoxifen concentration are less likely to experience tamoxifen compared to patients with one or a fully deficient CYP2D6 allele.</p>
        </caption>
        <graphic xlink:href="2383-0433-11-04-392-g001.jpg">
          <alt-text>Figure 1</alt-text>
        </graphic>
      </fig>
      <table-wrap id="T4" position="float">
        <label>Table 4</label>
        <caption>
          <title>Clinical Parameters in Association with Diplotype</title>
        </caption>
        <table>
          <thead>
            <tr>
              <th rowspan="2">CYP2D6 Phenotype</th>
              <th colspan="4">Tamoxifen adverse</th>
              <th rowspan="2">P value</th>
            </tr>
            <tr>
              <th>Positive adverse</th>
              <th>No seen</th>
              <th>Transferred</th>
              <th>Negative adverse</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td>URM</td>
              <td>6 (7,0%)</td>
              <td>0 (0.0%)</td>
              <td>1 (1,3%)</td>
              <td>22 (28,9%)</td>
              <td>0.002*</td>
            </tr>
            <tr>
              <td>NM</td>
              <td>14 (18.4%)</td>
              <td>1 (1.3%)</td>
              <td>1 (1.3%)</td>
              <td>24 (31.6%)</td>
              <td>Ref</td>
            </tr>
            <tr>
              <td>IM</td>
              <td>6 (7.9%)</td>
              <td>0 (0.0%)</td>
              <td>0 (0.0%)</td>
              <td>0 (0.0%)</td>
              <td>p&lt;0.001</td>
            </tr>
            <tr>
              <td>PM</td>
              <td>1(1.3%)</td>
              <td>0 (0.0%)</td>
              <td>0 (0.0%)</td>
              <td>0 (0.0%)</td>
              <td>0.03*</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN96">
            <p>CYP2D6, cytochrome P450 2D6; IM, intermediate metabolizer; NM, normal metabolizer; PM, poor metabolizer; Ref, reference; URM, ultrarapid metabolizer.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p id="P12">Data on patients who experienced recurrences were obtained retrospectively from medical records. Table 5 illustrates the association between CYP2D6 diplotype and recurrence in combination with plasma levels of tamoxifen metabolites. In our cohort, 7 (9.2%) of the population had disease relapse, 1 patient was PM/PM (1.3%), 1 patient was NM/PM (1.3%), 2 patients (2.6%) were IM/IM, and3 (3.9%) patients were IM/PM. The functional allele CYP2D6*1 served as the reference group.</p>
      <table-wrap id="T5" position="float">
        <label>Table 5</label>
        <caption>
          <title>The Association Between CYP2D6 Diplotype and the Likelihood of Recurrence in Combination with Plasma Levels of Tamoxifen Metabolites</title>
        </caption>
        <table>
          <thead>
            <tr>
              <th rowspan="2">Recurrence</th>
              <th colspan="8">Diplotype</th>
            </tr>
            <tr>
              <th>URM/URM N (3)</th>
              <th>URM/NM N (25)</th>
              <th>NM/NM N (20)</th>
              <th>NM/IM N (21)</th>
              <th>NM/PM N (1)</th>
              <th>IM/IM N (2)</th>
              <th>IM/PM N (3)</th>
              <th>PM/PM N (1)</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td>No recurrence</td>
              <td>3</td>
              <td>25</td>
              <td>20</td>
              <td>21</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
            </tr>
            <tr>
              <td>Locally</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>1</td>
              <td>1</td>
              <td>1</td>
              <td>0</td>
            </tr>
            <tr>
              <td>Metastatic</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>0</td>
              <td>1</td>
              <td>2</td>
              <td>1</td>
            </tr>
            <tr>
              <td>P-value</td>
              <td>0.02</td>
              <td>0.02</td>
              <td>Ref</td>
              <td>0.03</td>
              <td>0.03</td>
              <td>0.02</td>
              <td>P&lt;0.001</td>
              <td>P&lt;0.001</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN97">
            <p>IM, intermediate metabolizer; N, number of patients; NM, normal metabolizer; P, probability; PM, poor metabolizer; Ref, reference; URM, ultrarapid metabolizer.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p id="P13">The relationship between plasma endoxifen concentration and experiencing recurrence is presented in Figure 2. It was found that the combination genotype NM/PM (P=0.03), IM/IM (P=0.02), IM/PM (P&lt;0.001), and PM/PM (P&lt;0.001) was more strongly related to disease recurrence than NM carriers of the function allele.</p>
      <fig id="F2">
        <label>Figure 2</label>
        <caption>
          <p>Plasma endoxifen concentration in women with ER+ breast cancer was associated with the risk of experiencing recurrences. Patients with high plasma endoxifen concentration are less likely to experience a recurrence compared to patients with one or a fully deficient CYP2D6 allele.</p>
        </caption>
        <graphic xlink:href="2383-0433-11-04-392-g002.jpg">
          <alt-text>Figure 2</alt-text>
        </graphic>
      </fig>
    </sec>
    <sec sec-type="discussion" id="S8">
      <title>Discussion</title>
      <p id="P14">Tamoxifen is a prodrug indicated in the treatment of all stages of ER+ breast cancer. Pharmacogenetic differences are considered an important factor in oncology because of the potential consequences of toxicities due to the high frequency of genetic inter-variability. Numerous studies have been conducted to investigate the relationship between CYP2D6 polymorphisms and tamoxifen metabolism, and the role of tamoxifen in increasing the risk of breast cancer adverse events and recurrence. CYP2D6 mutations have a major impact on the appearance of side effects in patients treated with tamoxifen.<sup><xref rid="R23" ref-type="bibr">23</xref>-<xref rid="R28" ref-type="bibr">28</xref></sup> In our study, we investigated the impact of CYP2D6 polymorphisms on developing side effects and recurrences in pre-menopausal women with ER+ breast cancer treated with tamoxifen as the adjuvant therapy.</p>
      <p id="P15">Our study showed a significant association between the presence of a defective copy of enzyme activity and the development of tamoxifen adverse effects after the commencement of tamoxifen therapy. During the examination of clinical records, the patients were found to have normal hepatic status before starting tamoxifen. Our study showed a sequential association between the initiation of tamoxifen therapy and the occurrence of fatty liver in patients with at least one copy of deficient enzyme activity. Additionally, our results revealed that a low plasma endoxifen was observed in patients categorized as NM/PM but also in patients with two reduced functional alleles (IM/ IM), patients with one reduced functional allele in combination with one null allele (IM/PM) or patients with two null alleles (PM/PM), implying that the absence of enzyme activity or a decrease in its level is closely related to potentially sub-therapeutic endoxifen levels as well as developing adverse effect of tamoxifen.</p>
      <p id="P16">As is well-documented, CYP2D6 is involved in the conversion of tamoxifen to 4-hydroxytamoxifen, which is subsequently oxidized to endoxifen.<sup><xref rid="R25" ref-type="bibr">25</xref>,<xref rid="R29" ref-type="bibr">29</xref></sup> However, tamoxifen has a potential impact on mitochondria; it causes mitochondrial dysfunction 17,19-20 accordingly, the inhibition of mitochondrial β-oxidation, and the accumulation of fatty acids, which are converted to triglycerides, resulting in hepatic steatosis. <sup><xref rid="R30" ref-type="bibr">30</xref></sup> Nevertheless, endoxifen has less impact on mitochondria when compared to tamoxifen. <sup><xref rid="R30" ref-type="bibr">30</xref></sup> Consequently, patients with lower levels of endoxifen and those with decreased enzyme activity are more likely to experience mitochondrial dysfunction and develop fatty liver. These findings may elucidate the considerable frequency of higher levels of fatty liver detected in our population among patients categorized as CYP2D6 NM/PM, IM/IM, IM/PM, or PM/PM diplotypes.</p>
      <p id="P17">Moreover, we also aimed to investigate the relationship between endoxifen plasma levels and the occurrence of recurrences, particularly among patients developing adverse effects. The results indicated that patients with increased plasma endoxifen concentrations were significantly less likely than patients with reduced or null activity to report recurrences (P &lt; 0.05); such patients were categorized as PM/PM, IM/IM, IM/PM, and NM/PM. Thus, patients with at least one adverse effect of tamoxifen were positively associated with increased rates of recurrence than other genotypes during treatment. These findings revealed that tamoxifen efficacy and minor rates of adverse effects are correlated with a certain level of endoxifen concentration in plasma. The large-scale production of the potent metabolite endoxifen can explain this trend toward lower recurrence rates; this partly clarifies the main role of endoxifen in the repression of tumor cells. We could show in concordance with previous studies<sup><xref rid="R31" ref-type="bibr">31</xref>,<xref rid="R32" ref-type="bibr">32</xref></sup> that genotypes associated with normal or increased CYP2D6 activity lead to a favorable treatment outcome under tamoxifen. Our results are in agreement with a case-control study involving 46 women with breast cancer and 136 controls, where it was found that the frequency of CYP2D6*4 was higher in patients (9%) than in controls (1%) (P=0.01). However, contradictory results have been reported from two studies in the US and Sweden by Owen et al.<sup><xref rid="R33" ref-type="bibr">33</xref></sup>, finding no association between CYP2D6*4 and the response to tamoxifen or recurrence of breast cancer.</p>
    </sec>
    <sec sec-type="conclusions" id="S9">
      <title>Conclusion</title>
      <p id="P18">Our results show that CYP2D6 polymorphism should be considered in predicting the occurrence of adverse effects of fatty liver in women treated with tamoxifen. Alternative treatment can be considered, and lifestyle modifications can be implemented. Although CYP2D6 has a moderate capacity for drug metabolism in the liver, it is highly polymorphic and, therefore, may alter the metabolism of tamoxifen toward the activation pathways. Breast cancer patients with CYP2D6 NM/PM, IM/IM, PM/PM, and IM/PM diplotypes may benefit less from tamoxifen treatment. Consequently, they are more likely to experience the adverse effects of tamoxifen and disease recurrence.</p>
    </sec>
    <sec id="S10">
      <title>Ethical considerations</title>
      <p id="P19">This study was approved by the ethics committee of Dr BENBADIS - Constantine University Hospital Centre and complied with the guidelines laid down in the Declaration of Helsinki (1964). All procedures involving human subjects were approved by the local ethical committee of Dr. BENBADIS – Constantine University Hospital Centre. Informed consent was obtained from individual study participants or their families before being recruited for the study.</p>
    </sec>
  </body>
  <back>
    <ack>
      <p>The authors are grateful to Dr. Olalla Maroñas and Almudena Gil for their assistance in data analysis and to all the staff of the Molecular Medicine and Chronic Diseases Center (CiMUS), Santiago de Compostela, Spain.</p>
    </ack>
    <sec sec-type="data-availability">
      <title>Data availability</title>
      <p id="P20">The data used in the current study are available from the corresponding author upon reasonable request.</p>
    </sec>
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