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  <front>
    <journal-meta id="journal-meta-87cddb9ab7774ac9973b6a64b7cbc767">
      <journal-id journal-id-type="nlm-ta">Sciresol</journal-id>
      <journal-id journal-id-type="publisher-id">Sciresol</journal-id>
      <journal-id journal-id-type="journal_submission_guidelines">https://jmsh.ac.in/</journal-id>
      <journal-title-group>
        <journal-title>Journal of Medical Sciences and Health</journal-title>
      </journal-title-group>
      <issn publication-format="print"/>
    </journal-meta>
    <article-meta>
        
          
            <article-id pub-id-type="doi">10.46347/jmsh.v12.i1.25.368</article-id>
          
          
            <article-categories>
              <subj-group>
                <subject>ORIGINAL ARTICLE</subject>
              </subj-group>
            </article-categories>
            <title-group>
              <article-title>&lt;p&gt;Evaluation of Lymph Node Ratio in Oral Squamous Cell Carcinoma and its Association with Pathological Prognostic Parameters: A 5-Year Retrospective Study&lt;/p&gt;</article-title>
            </title-group>
          
          
            <pub-date date-type="pub">
              <day>30</day>
              <month>3</month>
              <year>2026</year>
            </pub-date>
            <permissions>
              <copyright-year>2026</copyright-year>
            </permissions>
          
          
            <volume>12</volume>
          
          
            <issue>1</issue>
          
          <fpage>1</fpage>

          <abstract>
            <title>Abstract</title>
            &lt;p&gt;&lt;bold&gt;Aims &amp;amp; Objectives:&lt;/bold&gt; To evaluate the lymph node ratio (LNR) in resection specimens of oral squamous cell carcinoma (OSCC) with radical neck dissection and to associate it with various pathological prognostic parameters. &lt;bold&gt;Materials and Methods:&lt;/bold&gt; A retrospective observational study conducted over a period of 5 years (December 2018 to December 2023 ) on 62 OSCC patients who underwent resection of primary tumour with radical neck dissection at a tertiary care center. A detailed histopathological evaluation of hematoxylin and eosin stained slides from tumor and lymph nodes was done. LNR is defined as the ratio of positive lymph nodes and the total number of lymph nodes dissected. LNR was calculated and categorised into two groups: &amp;lt;0.068 (low) and ≥0.068 (high) and was statistically analyzed for association with pathological prognostic parameters. &lt;bold&gt;Result:&lt;/bold&gt; The mean age of presentation was 55 years with a male-to-female ratio of 5:6. Most patients presented with advanced-stage IV disease, moderately differentiated tumor, and a mean tumor size of 4 cm. Significant associations were found (p &amp;lt; 0.05) between LNR and pT stage, pN stage, TNM stage, and perineural invasion, while no significant association was observed with pathological grade or lymphovascular invasion. Low LNR associated with low nodal stages (N1), whereas high LNR was associated with higher nodal stages (N3). &lt;bold&gt;Conclusion:&lt;/bold&gt; LNR is a significant prognostic marker in node-positive OSCC patients and can aid in tailoring adjuvant treatment strategies after curative resection. Its routine evaluation can enhance risk stratification and treatment planning in OSCC management.&lt;/p&gt;
          </abstract>
          
          
            <kwd-group>
              <title>Keywords</title>
              
                <kwd>Lymph node ratio</kwd>
              
                <kwd>Oral squamous cell carcinoma</kwd>
              
                <kwd>TNM stage</kwd>
              
                <kwd>Pathological prognostic markers</kwd>
              
                <kwd>Prognosis</kwd>
              
            </kwd-group>
          
        

        <contrib-group>
          
            
              <contrib contrib-type="author">
                <name>
                  <surname>Firdouse</surname>
                  <given-names>Nida</given-names>
                </name>
                
                  <xref rid="aff-1" ref-type="aff">1</xref>
                
              </contrib>
            
            
            
              <aff id="aff-1">
                <institution> Resident, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-2">
                <institution> Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-3">
                <institution> Assistant Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
          
            
              <contrib contrib-type="author">
                <name>
                  <surname>Wilfred</surname>
                  <given-names>D Clement</given-names>
                </name>
                
                  <xref rid="aff-2" ref-type="aff">2</xref>
                
              </contrib>
            
            
            
              <aff id="aff-1">
                <institution> Resident, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-2">
                <institution> Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-3">
                <institution> Assistant Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
          
            
              <contrib contrib-type="author">
                <name>
                  <surname>Ashwini</surname>
                  <given-names>K T</given-names>
                </name>
                
                  <xref rid="aff-3" ref-type="aff">3</xref>
                
              </contrib>
            
            
            
              <aff id="aff-1">
                <institution> Resident, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-2">
                <institution> Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-3">
                <institution> Assistant Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
          
            
              <contrib contrib-type="author">
                <name>
                  <surname>Priya</surname>
                  <given-names>K Padma</given-names>
                </name>
                
                  <xref rid="aff-3" ref-type="aff">3</xref>
                
              </contrib>
            
            
            
              <aff id="aff-1">
                <institution> Resident, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-2">
                <institution> Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
              <aff id="aff-3">
                <institution> Assistant Professor, Department of Pathology Ramaiah Medical College </institution>
                <addr-line>Bengaluru, Karnataka India</addr-line>
              </aff>
            
          
        </contrib-group>
        
    </article-meta>
  </front>
  <body>
    <heading><span><bold>Introduction</bold></span></heading><p><span>Head and neck cancer ranks as the sixth most prevalent cancer globally<superscript><superscript>[<xref ref-type="link" rid="#ref-1">1</xref>, <xref ref-type="link" rid="#ref-8">8</xref>]</superscript></superscript>. Oral squamous cell carcinoma (OSCC) constitutes about 90% of all malignancies occurring in the oral cavity, with a global incidence exceeding 350,000 cases, with the highest incidence in India<superscript><superscript>[<xref ref-type="link" rid="#ref-2">2</xref>, <xref ref-type="link" rid="#ref-3">3</xref>]</superscript></superscript>. Despite treatment advances, survival rates remain poor due to cervical lymph node metastasis, the most critical prognostic factor<superscript><superscript>[<xref ref-type="link" rid="#ref-4">4</xref>]</superscript></superscript>.</span></p><div><span> </span></div><p><span>Lymph node ratio (LNR) is defined as the ratio of the number of positive lymph nodes to the total number of lymph nodes dissected , offers improved prognostic accuracy<superscript><superscript>[<xref ref-type="link" rid="#ref-1">1</xref>, <xref ref-type="link" rid="#ref-5">5</xref>-<xref ref-type="link" rid="#ref-7">7</xref>, <xref ref-type="link" rid="#ref-9">9</xref>-<xref ref-type="link" rid="#ref-12">12</xref>]</superscript></superscript>.</span></p><p><span>The aim of this study was to assess LNR in OSCC resection specimens and its association with pathological markers like pathological T stage (pT), pathological N stage (pN), tumor stage, tumor grade, perineural invasion, and lymphovascular invasion, as there is paucity of such studies in India<superscript><superscript>[<xref ref-type="link" rid="#ref-13">13</xref>]</superscript></superscript>.</span></p><heading><span><bold>Materials and Methods</bold></span></heading><p><span>This retrospective observational study was conducted over a period of 5 years (December  2018 to December 2023) on 62 patients with OSCC  who underwent resection of primary tumour with radical neck dissection, received in the Department of Pathology, at a tertiary care centre. The study was conducted in accordance with the ethical standards given in the 1975 Declaration of Helsinki, as revised in 2000.</span></p><div><span> </span></div><p>A detailed histopathological evaluation of hematoxylin and eosin stained slides from tumor and lymph nodes was done. LNR was calculated as the number of pathologically positive lymph nodes divided by the total number of lymph nodes dissected. A validated LNR cut-off of 0.068 reported by Sano D et al., was used,  as their study involved a comparable sample size. LNR was analysed and categorised into two groups [&lt;0.068 (low) and ≥0.068 (high)]. LNR was associated with pathological prognostic parameters like pathological T stage (pT), pathological N stage (pN), tumor stage, tumor grade, perineural invasion and lymphovascular invasion. Pathological staging was performed according to the American Joint Committee on Cancer (8th edition -2017).</p><heading><span><bold>Inclusion criteria:</bold> </span></heading><p><span>All patients aged 18 years or older with OSCC who underwent primary tumor resection and radical neck dissection. </span></p><heading><span><bold>Exclusion criteria:</bold> </span></heading><p><span>Patients with previous neck dissection, prior radiation therapy or chemotherapy, unresectable primary lesion, or multiple primary lesions were excluded from this study. Cases where only biopsy or limited surgery without neck lymph node dissection were excluded from the study. </span></p><heading><span><bold>Statistical Analysis:</bold></span></heading><p><span>Data was entered into Microsoft Excel data sheet and was analyzed using Statistical Package for Social Sciences [SPSS] windows 22 version (IBM SPSS Statistics, Somers NY, USA) software.  Categorical data was represented in the form of frequencies and proportions. </span></p><p><span>Continuous data was represented as mean and standard deviation. Associations between LNR and categorical prognostic parameters were assessed using the Chi-square test or Fisher’s exact test, as appropriate. Correlations were performed with Pearson Correlation coefficient. MS Excel and MS word were used to obtain various types of graphs. </span></p><p><span>A p-value &lt;0.05 was considered statistically significant after assuming all the rules of statistical tests. </span></p><heading><span><bold>Result</bold></span></heading><p><span>The study included 62 cases of  OSCC  in patients who underwent  primary tumour resection along with radical neck dissection. The median age of the patient was 55 years, ranging between 21 to 80 years. The majority of the cohort consisted of female patients (34/62, 55%), with a male:female ratio of 5:6 <xref ref-type="link" rid="#table-1">[Table. 1]</xref>.</span></p><p><span>Based on the tumor size majority of patients were diagnosed with pT2 disease (20/62, 32%), with mean tumor size of 4 cm. Cervical node metastasis was predominantly classified as pN2 stage (23/62 , 37% ). All patients are presented with stage III or stage IV disease, the majority being stage IV. Most patients were diagnosed with moderately differentiated grade (80.3%) of OSCC. Among the 62 cases , 20 (32%) exhibited lymphovascular invasion and 39 (63%) demonstrated perineural invasion. The tumor characteristics are detailed in <xref ref-type="link" rid="#table-2">[Table. 2]</xref>.</span></p><figure id="table-1"><table><thead><tr><th><p><span><bold>Variables</bold></span></p></th><th><p><span><bold>Category </bold></span></p></th><th><p><span><bold>Number of patients </bold></span></p></th><th><p><span><bold>Percentage  (%)</bold></span></p></th></tr></thead><tbody><tr><td rowspan="2"><p><span>Age groups </span><line-break/><span>(in years )</span></p></td><td><p><span>≥ 40</span></p></td><td><p><span>54</span></p></td><td><p><span>13</span></p></td></tr><tr><td><p><span>&lt;40</span></p></td><td><p><span>8</span></p></td><td><p><span>87</span></p></td></tr><tr><td rowspan="2"><p><span>Gender </span></p></td><td><p><span>Female </span></p></td><td><p><span>34</span></p></td><td><p><span>55</span></p></td></tr><tr><td><p><span>Male</span></p></td><td><p><span>28</span></p></td><td><p><span>45</span></p></td></tr></tbody></table><figcaption><span><bold>Table 1: Age and Gender distribution among the study population</bold></span></figcaption></figure><p><span> </span></p><figure id="table-2"><table><thead><tr><th><p><span><bold>Variable</bold></span></p></th><th><p><span><bold>Category </bold></span></p></th><th><p><span><bold>Number of </bold></span><line-break/><span><bold>Patients</bold></span></p></th><th><p><span><bold>Percentage </bold></span><line-break/><span><bold>(%)</bold></span></p></th></tr></thead><tbody><tr><td rowspan="4"><p><span>Pathological </span><line-break/><span>T Stage</span></p></td><td><p><span>T1</span></p></td><td><p><span>4</span></p></td><td><p><span>6</span></p></td></tr><tr><td><p><span>T2</span></p></td><td><p><span>20</span></p></td><td><p><span>32</span></p></td></tr><tr><td><p><span>T3</span></p></td><td><p><span>19</span></p></td><td><p><span>31</span></p></td></tr><tr><td><p><span>T4</span></p></td><td><p><span>19</span></p></td><td><p><span>31</span></p></td></tr><tr><td rowspan="3"><p><span>Pathological </span><line-break/><span>N Stage</span></p></td><td><p><span>N1</span></p></td><td><p><span>22</span></p></td><td><p><span>35</span></p></td></tr><tr><td><p><span>N2</span></p></td><td><p><span>23</span></p></td><td><p><span>37</span></p></td></tr><tr><td><p><span>N3</span></p></td><td><p><span>17</span></p></td><td><p><span>27</span></p></td></tr><tr><td rowspan="4"><p><span>TNM Stage</span></p></td><td><p><span>III</span></p></td><td><p><span>14</span></p></td><td><p><span>23</span></p></td></tr><tr><td><p><span>IV</span></p></td><td><p><span>16</span></p></td><td><p><span>26</span></p></td></tr><tr><td><p><span>IVA</span></p></td><td><p><span>20</span></p></td><td><p><span>32</span></p></td></tr><tr><td><p><span>IVB</span></p></td><td><p><span>12</span></p></td><td><p><span>19</span></p></td></tr><tr><td rowspan="2"><p><span>Perineural Invasion</span></p></td><td><p><span>Absent</span></p></td><td><p><span>42</span></p></td><td><p><span>68</span></p></td></tr><tr><td><p><span>Present</span></p></td><td><p><span>20</span></p></td><td><p><span>32</span></p></td></tr><tr><td rowspan="2"><p><span>Lymphovascular Invasion </span></p></td><td><p><span>Absent</span></p></td><td><p><span>23</span></p></td><td><p><span>37</span></p></td></tr><tr><td><p><span>Present</span></p></td><td><p><span>39</span></p></td><td><p><span>63</span></p></td></tr></tbody></table><figcaption><span><bold>Table 2: Distribution of tumor characteristics among the study population</bold></span></figcaption></figure><p> </p><p><span>The median number of lymph nodes examined was 24, with a range of 6 to 48. The number of positive lymph nodes identified in any specimen ranged from 1 to 9. In most specimens (42 out of 62, 68%), fewer than three positive lymph nodes were identified <xref ref-type="link" rid="#table-3">[Table. 3]</xref>. LNR was categorised into 2 groups [&lt;0.068 (low)and ≥ 0.068( high)]. The majority of cases exhibited high LNR (35/62, 56%) <xref ref-type="link" rid="#table-4">[Table. 4]</xref>.</span></p><figure id="table-3"><table><thead><tr><th><p><span><bold>Total Positive Lymph </bold></span><line-break/><span><bold>Nodes Isolated</bold></span></p></th><th><p><span><bold>Number of </bold></span><line-break/><span><bold>Patients </bold></span></p></th><th><p><span><bold>Percentage </bold></span><line-break/><span><bold>(%)</bold></span></p></th></tr></thead><tbody><tr><td><p><span>&lt;3</span></p></td><td><p><span>42</span></p></td><td><p><span>68</span></p></td></tr><tr><td><p><span>≥3</span></p></td><td><p><span>20</span></p></td><td><p><span>32</span></p></td></tr><tr><td><p><span>Total </span></p></td><td><p><span>62</span></p></td><td><p><span>100</span></p></td></tr></tbody></table><figcaption><span><bold>Table 3: Distribution of total positive lymph nodes isolated among the study population </bold></span></figcaption></figure><p> </p><figure id="table-4"><table><thead><tr><th><p><span><bold>Lymph node ratio </bold></span><line-break/><span><bold>(LNR) </bold></span></p></th><th><p><span><bold>Number of </bold></span><line-break/><span><bold>patients </bold></span></p></th><th><p><span><bold>Percentage </bold></span><line-break/><span><bold>(%)</bold></span></p></th></tr></thead><tbody><tr><td><p><span>&lt;0.068</span></p></td><td><p><span>27</span></p></td><td><p><span>44</span></p></td></tr><tr><td><p><span>≥ 0.068</span></p></td><td><p><span>35</span></p></td><td><p><span>56</span></p></td></tr><tr><td><p><span>Total</span></p></td><td><p><span>62</span></p></td><td><p><span>100</span></p></td></tr></tbody></table><figcaption><span><bold>Table 4: Distribution of lymph node ratio among the study population</bold></span></figcaption></figure><p> </p><p><span>Statistical analysis revealed significant association between the LNR and several  pathological parameters <xref ref-type="link" rid="#table-5">[Table. 5]</xref>, including pT stage (p=0.040), pN stage (p &lt;0.001), TNM stage (p=0.006) and perineural invasion (p=0.035). Notably, low LNR  was associated with lower nodal involvement (N1 stage), whereas high  LNR was associated with higher nodal involvement (N3 stage). However, no significant association was observed between LNR and  pathological grade or lymphovascular invasion.</span></p><p><span><bold><underline><o:p><span></span></o:p></underline></bold></span></p><heading><span><bold>Discussion</bold></span></heading><p><span>The presence of lymph node metastasis in OSCC is known to be the most important prognostic factor and is associated with poor outcome<superscript>[<xref ref-type="link" rid="#ref-14">14</xref>]</superscript>.<superscript> </superscript>Identification of metastatic positive lymph nodes is based on quality of neck dissection as well as on the sampling procedure. Limited lymph node dissection or retrieval may result in pathological understaging<superscript>[<xref ref-type="link" rid="#ref-15">15</xref>]</superscript>. Occurrence of positive lymph node is considered in current TNM classification, but no further differentiation is made if more than one lymph node is affected. In this regard , an alternative lymph node staging system is of utmost importance. LNR has gained  importance as an important prognostic factor for several types of tumors, including OSCC<superscript>[<xref ref-type="link" rid="#ref-17">17</xref>]</superscript>.</span></p><figure id="table-5"><table><thead><tr><th><p><span><bold>Variable </bold></span></p></th><th><p><span><bold>Category </bold></span></p></th><th><p><span><bold>Low LNR </bold></span><line-break/><span><bold>&lt;0.068</bold></span></p></th><th><p><span><bold>High LNR </bold></span><line-break/><span><bold>≥ 0.068</bold></span></p></th><th><p><span><bold>Total</bold></span></p></th><th><p><span><bold>P value</bold></span></p></th></tr></thead><tbody><tr><td rowspan="5"><p><span>Pathological T stage </span></p></td><td><p><span>T1</span></p></td><td><p><span>3(7%)</span></p></td><td><p><span>1(5%)</span></p></td><td><p><span>4</span></p></td><td rowspan="5"><p><span>P=0.040</span></p></td></tr><tr><td><p><span>T2</span></p></td><td><p><span>11(26%)</span></p></td><td><p><span>9(45%)</span></p></td><td><p><span>20</span></p></td></tr><tr><td><p><span>T3</span></p></td><td><p><span>13(31%)</span></p></td><td><p><span>6(30%)</span></p></td><td><p><span>19</span></p></td></tr><tr><td><p><span>T4</span></p></td><td><p><span>15(36%)</span></p></td><td><p><span>4(20%)</span></p></td><td><p><span>19</span></p></td></tr><tr><td><p><span>Total</span></p></td><td><p><span>42(100%)</span></p></td><td><p><span>20(100%)</span></p></td><td><p><span>62</span></p></td></tr><tr><td rowspan="4"><p><span>Pathological N Stage </span></p></td><td><p><span>N1</span></p></td><td><p><span>22(52%)</span></p></td><td><p><span>0(0%)</span></p></td><td><p><span>22</span></p></td><td rowspan="4"><p> </p><p><span>P=&lt;0.001</span></p></td></tr><tr><td><p><span>N2</span></p></td><td><p><span>14(33%)</span></p></td><td><p><span>9(47%)</span></p></td><td><p><span>23</span></p></td></tr><tr><td><p><span>N3</span></p></td><td><p><span>6(14%)</span></p></td><td><p><span>11(53%)</span></p></td><td><p><span>17</span></p></td></tr><tr><td><p><span>Total</span></p></td><td><p><span>42(100%)</span></p></td><td><p><span>20(100%)</span></p></td><td><p><span>62</span></p></td></tr><tr><td rowspan="3"><p><span>Tumor Stage </span></p></td><td><p><span>III</span></p></td><td><p><span>14(33%)</span></p></td><td><p><span>0(0%)</span></p></td><td><p><span>14</span></p></td><td rowspan="3"><p><span>P=0.006</span></p></td></tr><tr><td><p><span>IV</span></p></td><td><p><span>28(67%)</span></p></td><td><p><span>20(100%)</span></p></td><td><p><span>48</span></p></td></tr><tr><td><p><span>Total</span></p></td><td><p><span>42(100%)</span></p></td><td><p><span>20(100%)</span></p></td><td><p><span>62</span></p></td></tr><tr><td rowspan="3"><p><span>Perineural invasion </span></p></td><td><p><span>Absent</span></p></td><td><p><span>32(76%)</span></p></td><td><p><span>8(42%)</span></p></td><td><p><span>42</span></p></td><td rowspan="3"><p> </p><p><span>P=0.035</span></p></td></tr><tr><td><p><span>Present</span></p></td><td><p><span>10(24%)</span></p></td><td><p><span>12(58%)</span></p></td><td><p><span>20</span></p></td></tr><tr><td><p><span>Total</span></p></td><td><p><span>42(100%)</span></p></td><td><p><span>20(100%)</span></p></td><td><p><span>62</span></p></td></tr></tbody></table><figcaption><span><bold>Table 5: Association between Lymph node ratio and pathological parameters</bold></span></figcaption></figure><p> </p><p><span>High incidence rates of OSCC were observed among women in southern India, largely due to the widespread habit of tobacco chewing, which is deeply rooted in the cultural practices of this region. This trend is reflected in our study, where women constituted 55% of the cohort, indicating a female predominance that contrasts with global patterns, where OSCC is more commonly seen in men. The unique lifestyle factors in southern India, including the habitual use of betel quid and other smokeless tobacco products, are likely major contributors to this disparity, highlighting the regional variations in risk factors for OSCC<superscript>[<xref ref-type="link" rid="#ref-18">18</xref>]</superscript>.</span></p><p><span>LNR can be obtained from a simple calculation using pathological records. This may help determine appropriate postoperative treatment for OSCC patients , as many studies with cancer from other solid malignancies such as breast cancer, colon cancer and gastric cancer have shown the prognostic significance of LNR in terms of survival<superscript>[<xref ref-type="link" rid="#ref-19">19</xref>, <xref ref-type="link" rid="#ref-20">20</xref>]</superscript>.</span></p><p>In our study, the cutoff for LNR was set at 0.068, consistent with the methodology described by Sano D et al., and divided in two groups: low (LNR &lt;0.068 ) and high (LNR ≥0.068)<superscript>[<xref ref-type="link" rid="#ref-13">13</xref>]</superscript>. Notably, different studies have used varying cutoff limits and criteria for LNR classification, highlighting the absence of a universal standard. For instance, Chen KW et al. categorised LNR into three groups: high (LNR &gt; 0.17), medium (LNR 0.06–0.17), and low (LNR &lt; 0.06)<superscript>[<xref ref-type="link" rid="#ref-16">16</xref>]</superscript>. Similarly, Spoerl S et al. adopted a simpler approach, classifying LNR into two groups: low (&lt;0.05) and high (&gt;0.05)<superscript>[<xref ref-type="link" rid="#ref-10">10</xref>]</superscript>. These variations in cut-off likely arise from differences in study populations, the extent of neck dissection and lymph node yield, statistical approaches used for cut-off determination, disease stage distribution, and geographic population. This highlights the variability in LNR cutoff thresholds across studies which underscores the need for standardized criteria , to enhance the comparability and prognostic utility of LNR <xref ref-type="link" rid="#table-6">[Table. 6]</xref>.</p><figure id="table-6"><table><thead><tr><th><p><span>   </span></p></th><th><p><span><bold>Age</bold></span></p></th><th><p><span><bold>Gender</bold></span></p></th><th><p><span><bold>Range of positive </bold></span><line-break/><span><bold>lymph nodes excised</bold></span></p></th><th><p><span><bold>Lymph Node ratio</bold></span><line-break/><span><bold>(cut-off)</bold></span></p></th><th><p><span><bold>Association</bold></span></p></th></tr></thead><tbody><tr><td><p><span>Present study</span><line-break/><span>N-62</span></p></td><td><p><span>55</span></p></td><td><p><span>F&gt;M</span></p></td><td><p><span>1-9</span></p></td><td><p><span>0.068</span></p></td><td><p><span>pT,pN,TNM,LVI</span></p></td></tr><tr><td><p><span>Sano D </span><italic><span>et al.</span></italic><line-break/><span>n=63</span></p></td><td><p><span>63</span></p></td><td><p><span>M&gt;F</span></p></td><td><p><span>1-23</span></p></td><td><p><span>0.068</span></p></td><td><p><span>pT,pN</span></p></td></tr><tr><td><p><span>Spoerl S </span><italic><span>et al.</span></italic><line-break/><span>n=290</span></p></td><td><p><span>60</span></p></td><td><p><span>M&gt;F</span></p></td><td><p><span>1-41</span></p></td><td><p><span>0.055</span></p></td><td><p><span>pT,pN</span></p></td></tr><tr><td><p><span>Chen KW </span><italic><span>et al.</span></italic><line-break/><span>n= 117</span></p></td><td><p><span>51</span></p></td><td><p><span>M&gt;F</span></p></td><td><p><span>1-15</span></p></td><td><p><span>0.10</span></p></td><td><p><span>—</span></p></td></tr></tbody></table><figcaption><span><bold>Table 6: Comparison of data with various studies</bold></span></figcaption></figure><p> </p><p><span>Sano D </span><italic><span>et al</span></italic><span>. conducted a study involving 63 OSCC patients, with a median age of 63 years and a male-dominant cohort (M &gt; F). Their findings demonstrated significant associations with pT and pN stages. The range of positive lymph nodes excised (1–23) was broader than in our study, potentially reflecting differences in surgical or pathological practices. Notably, the study reported a strong correlation between the number of positive lymph nodes and LNR value (r = 0.953), with higher LNR values indicating greater tumor spread. The authors concluded that LNR serves as a valuable prognostic parameter, strongly associated with pT and pN stages. However, unlike our study, their findings did not extend to associations with TNM staging or lymphovascular invasion (LVI). These differences highlight the variability in study designs and the scope of LNR's prognostic utility <xref ref-type="link" rid="#table-7">[Table. 7]</xref><superscript>[<xref ref-type="link" rid="#ref-13">13</xref>]</superscript>.</span></p><figure id="table-7"><table><thead><tr><th><p><span><bold>Lymph node ratio (LNR)</bold></span></p></th><th><p><span><bold>Sano D </bold></span><italic><span><bold>et al.</bold></span></italic></p></th><th><p><span><bold>Present study </bold></span></p></th></tr></thead><tbody><tr><td><p><span>&lt;0.068</span></p></td><td><p><span>37(58%)</span></p></td><td><p><span>27(44%)</span></p></td></tr><tr><td><p><span>≥ 0.068</span></p></td><td><p><span>26(41%)</span></p></td><td><p><span>35(56%)</span></p></td></tr><tr><td><p><span>Number of cases </span></p></td><td><p><span>63</span></p></td><td><p><span>62</span></p></td></tr></tbody></table><figcaption><span><bold>Table 7: Comparison of Lymph node ratio with Sano D </bold></span><italic><span><bold>et al</bold></span></italic><span><bold>. and present study </bold></span></figcaption></figure><p> </p><p><span>Spoerl S </span><italic><span>et al</span></italic><span>. investigated the prognostic value of LNR in OSCC in a study involving 717 patients. Significant associations were observed between LNR and the extent of neck dissection, as well as pT and pN stages. A subset analysis, with a median age of 60 years and a male-predominant cohort, with a broader range of positive lymph nodes excised (1-41). While strong associations with pT and pN stages were noted, no associations with TNM staging or lymphovascular invasion (LVI) were found. The study concluded that LNR is an independent prognostic factor for OSCC, emphasising its importance in stratifying prognosis and the need for standardized cutoff values<superscript>[<xref ref-type="link" rid="#ref-10">10</xref>]</superscript>.</span></p><p><span>Chen KW </span><italic><span>et al</span></italic><span>. conducted a study on 117 OSCC patients with a median age of 51 years, predominantly male (M &gt; F), to evaluate the prognostic value of LNR. The range of positive lymph nodes excised was 1–15. The study concluded that LNR is an important prognostic factor for node-positive OSCC patients<superscript>[<xref ref-type="link" rid="#ref-16">16</xref>]</superscript>.<superscript> </superscript></span></p><p><span>While our findings align with those of Sano D </span><italic><span>et al</span></italic><span>. and Spoerl S </span><italic><span>et al</span></italic><span>. in terms of associations with pT and pN stages, the broader associations with TNM stage and LVI in our study suggest that LNR may serve as a more comprehensive prognostic marker when standardized cutoff values are applied. This variability highlights the need for consensus on LNR thresholds and evaluation criteria to enhance its prognostic utility and comparability across studies. This study was limited by its  single-center design and relatively small sample size. Potential variations in neck dissection technique and lymph node retrieval could influence LNR calculation. Follow-up survival data were not analyzed, preventing direct prognostic validation in terms of disease-free or overall survival.</span></p><heading><span><bold>Conclusion</bold></span></heading><p><span>This study highlights the significant association between Lymph Node Ratio (LNR) and various clinical parameters in OSCC, including higher T stage, N stage, advanced TNM stage, and the presence of perineural invasion. By adopting LNR as a prognostic index, treatment strategies could be tailored more effectively. For patients with high LNR, intensifying treatment through the addition of chemotherapy to adjuvant radiotherapy or other advanced approaches may be beneficial. Conversely, lower-risk patients (N1–N2, low LNR) may avoid overtreatment and achieve optimal outcomes with less aggressive therapy. Therefore, we propose that LNR serves as a valuable prognostic marker for guiding treatment decisions in node-positive OSCC patients.</span></p>
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