Page 132 - EJMO-9-3
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Eurasian Journal of
            Medicine and Oncology                                                     KRAS TP53 cholangiocarcinoma



            This systematic approach minimized human error and   critical insights into the strength of the association between
            maintained the integrity of the meta-analysis by ensuring   mutations and prognosis.
            that data were comparable across the included studies. To   The reliability of the included studies was further
            maintain transparency and traceability, all information   assessed by two researchers using the Newcastle–Ottawa
            obtained during the data extraction process was archived,   Scale,  a widely used tool for assessing the quality of non-
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            and  a clear  record  was  kept  of each  step  taken.  This   randomized studies in meta-analyses. This scale evaluates
            archived data allowed for easy retrieval and verification   three key areas of study quality: outcome assessment,
            of the information, thereby ensuring the robustness   comparability, and selection criteria. Outcome assessment
            of  the  meta-analysis.  In  cases  where  disagreements  or   included evaluating whether the inclusion and exclusion
            uncertainties arose during the data extraction process, they   criteria were clearly defined, whether the follow-up period
            were resolved through consensus, with the involvement of   was sufficient to capture long-term outcomes, whether
            a third reviewer to provide an objective resolution. This   loss to follow-up significantly biased the study results, and
            ensured that any potential biases were minimized, and all   whether outcome measurements for survival and disease
            discrepancies were thoroughly addressed to maintain the   progression were robust and valid. Comparability was
            accuracy of the data. The third reviewer acted as a neutral   assessed based on the availability of sufficient clinical data to
            party, ensuring that decisions were made based on clear   support group comparisons, including patient characteristics
            and consistent criteria.                           such as age, sex, and pathological features. The studies
              The following data were extracted from the included   were also evaluated on whether they were appropriately
            studies: (1) the first author’s name to identify the primary   controlled for potential confounders, such as TNM staging
            author and the study reference; (2) the year of publication   and treatment methods, and whether the control groups
            to determine the  recency of the study; (3) the  country   were appropriately selected and analyzed. Selection criteria
            where  the  study  was  conducted  to  understand  the   assessed  the representativeness of  the  exposed  cohort,
            geographic distribution of the study participants; (4) the   considering whether the study population accurately
            number of patients included to gauge the sample size and   reflected the broader population of cholangiocarcinoma
            statistical power of the study; (5) the race of the patient to   patients. The selection of the unexposed cohort was also
            identify any racial differences in the study population that   evaluated to determine whether it was comparable to the
            could influence genetic variation and prognosis; (6) tumor   exposed cohort. We further assessed the scientific validity of
            location to determine whether intrahepatic, extrahepatic,   the exposure factor analysis, verifying that KRAS and TP53
            or hilar cholangiocarcinoma impacted prognosis; (7)   mutations were correctly identified and properly attributed.
            study design to classify the type of study (e.g., cohort or   Each study was assigned a score based on these criteria,
            case–control) and to assess its potential bias and validity;   with a maximum possible score of 9. The total score was
            (8)  treatment methods to evaluate whether treatment   used to evaluate the methodological quality of each study
            regimens were consistent across studies; (9) detection   and to ensure that only studies with sufficient rigor were
            methods for  KRAS  and  TP53 gene mutations; (10) the   included in the meta-analysis. This process enhanced the
            status KRAS and TP53 genes (i.e., wild-type or mutated);   reliability and scientific rigor of the meta-analysis results,
            (11) definitions of cutoff points to determine how   minimized the risk of bias, and strengthened the validity
            thresholds for genetic mutations or prognostic factors were   of the findings.
            defined; and (12) follow-up time to ensure it was adequate
            to capture meaningful survival outcomes.           2.2. Statistical analysis
              In addition, tumor clinical and pathological parameters   To assess the relationship between KRAS mutations, TP53
            were extracted, including tumor size, number of tumors,   mutations, and survival outcomes in cholangiocarcinoma
            lymph node metastasis, distant metastasis, tumor   patients, HRs and their corresponding 95% CIs were
            differentiation, and TNM staging, as these are crucial for   collected from each of the included studies. The  HR is
            understanding cancer progression and prognosis. Survival   a  commonly  used  measure  to  quantify  the  effect  of  a
            outcomes  such  as  overall  survival  (OS)  or  disease-free   particular variable (in this case, KRAS or TP53 mutations)
            survival (DFS) were recorded as the primary endpoints   on survival, with values >1 indicating an increased risk,
            for assessing the impact of genetic mutations on patient   and values <1 suggesting a protective effect. The 95% CI
            prognosis.  In  addition,  the  results  of  univariate  and   offers an estimate of the precision of the HR, with wider
            multivariate analyses for both OS and median survival   intervals indicating greater uncertainty.
            were collected, including p-values, HRs, standard errors,   To determine the consistency of the results across studies
            and 95% confidence intervals (CIs). These metrics provide   and  to  assess  the  heterogeneity,  two  standard  statistical


            Volume 9 Issue 3 (2025)                        124                         doi: 10.36922/EJMO025120063
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