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Tumor Discovery                                                SNPs rs9929218 and rs6983267 in Kurdish CRC




            Table 3. Association of the two SNPs with CRC
            SNP             CRC with   CRC without   Normal with   Normal without   p (Chi‑square test)  p (Fisher`s Exact test)
                            SNP (n)     SNP (n)     SNP (n)       SNP (n)
            rs9929218 (CDH1)  59          231          7            93            0.003             0.001
            rs6983267 (8q24)  77          213         11            89            0.002             0.001
            Abbreviations: CRC: colorectal cancer; SNP: Single-nucleotide polymorphism.

            Table 4. Genotype and allele distributions of the two SNPs in the CRC and control groups

            SNP              Genotype/allele  CRC       Control    OR (Crude)    p (Crude)   p (Logistic regression)
                                              n (%)      n (%)
            rs9929218(CDH1)      GG          231 (79.6)  93 (93)     0.836187     0.192903         0.194
                                 GA          53 (18.3)    6 (6)      3.115491    0.003919*         0.194
                                 AA           6 (2.1)     1 (1)      2.076125     0.685527         0.686
                                  G          515 (88.7)  192 (96)    0.895557     0.279718         0.279
                                  A          65 (11.3)    8 (4)      2.876493    0.002497*         0.279
            rs6983267 (8q24)     GG          213 (73.5)  89 (89)     0.802455     0.120263         0.271
                                  GT         66 (22.7)   10 (10)     2.330108    0.010653*         0.271
                                  TT          11 (3.8)    1 (1)      3.817235     0.316886         0.317
                                  G          492 (84.8)  189 (94)    0.859381     0.144846         0.144
                                  T          88 (15.2)   12 (6)      2.614609    0.000944*         0.144
            Notes: *p<0.05; Bold values indicate statistically significant results at p<0.05.
            Abbreviations: CRC: colorectal cancer; OR: Odds ratio; PCR: Polymerase chain reaction; SNP: Single-nucleotide polymorphism.

            advanced tumor stage (T3 and above) (p<0.001). Similarly,   exhibited only a minor deviation (p=0.043), indicating that
            nodal involvement was significantly correlated with   the variation observed in cases is unlikely to be attributed
            mutation status (p=0.001). In addition, tumors located   to population stratification. Similarly, rs6983267 deviated
            in the colon were more frequently associated with these   from HWE in CRC cases (p=0.011), while control group
            mutations compared to rectal tumors (p=0.006), suggesting   genotypes were closer to equilibrium (p=0.048).
            a potential site-specific effect of these polymorphisms.  Case-control association analysis further indicated

              Multivariate logistic regression analysis,  adjusted   that rs9929218 was significantly associated with CRC
            for age, sex, tumor grade, and TNM stage, confirmed   (p=0.022), whereas rs6983267 did not reach statistical
            that associations with tumor stage (p=0.030), nodal   significance  (p=0.090).  Due  to  the  low  frequency  of
            involvement (p=0.027), and perineural invasion (p=0.015)   homozygous  mutant  genotypes  (AA  for  rs9929218
            remained statistically significant. These findings suggesting   and TT for rs6983267), the analysis primarily focused
            a potential role of these SNPs in tumor progression,   on comparing heterozygotes (GA and GT) with wild-
            particularly in relation to advanced tumor stage (T3 and   type  genotypes  (GG)  under  a  dominant  genetic  model.
            T4), rather than overall TNM stage (Table 5).      However, after adjusting for clinical covariates using
                                                               logistic regression, neither rs9929218 (p=0.194) nor
              These results indicate that while rs9929218 and rs6983267   rs6983267  (p=0.271)  remained significant independent
            are not independent predictors of overall CRC risk, they may   predictors of CRC risk (Table 7). Additional analysis
            serve as markers of aggressive tumor behavior, particularly   of  clinical  parameters  revealed  significant  associations
            with respect to invasion and metastatic potential.  between CRC  progression and  tumor size  (p=0.041),
                                                               tumor grade (p=0.034), TNM staging (p=0.041), and Duke
            3.5. Genetic association analysis and HWE testing
                                                               stage (p=0.038), while vascular invasion was marginally
            HWE testing was conducted to evaluate whether genotype   significant (p=0.050) and perineural invasion did not reach
            distributions deviated from expected proportions   statistical significance (p=0.087) (Table 7). To improve
            (Table 6). In CRC cases, rs9929218 showed significant   model accuracy, multicollinearity among clinical variables
            deviation from  HWE (p=0.0023),  suggesting a potential   was evaluated using the Variance Inflation Factor (VIF),
            role in disease susceptibility. However, the control group   leading to the removal of highly correlated variables.


            Volume 4 Issue 2 (2025)                         86                           doi: 10.36922/TD025110021
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