Risk factors and survival prediction model establishment for prognosis in patients with radical resection of gallbladder cancer.

IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY World Journal of Gastrointestinal Surgery Pub Date : 2024-10-27 DOI:10.4240/wjgs.v16.i10.3239
Xing-Fei Li, Tan-Tu Ma, Tao Li
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Abstract

Background: Gallbladder cancer (GBC) is the most common malignant tumor of the biliary system, and is often undetected until advanced stages, making curative surgery unfeasible for many patients. Curative surgery remains the only option for long-term survival. Accurate postsurgical prognosis is crucial for effective treatment planning. tumor-node-metastasis staging, which focuses on tumor infiltration, lymph node metastasis, and distant metastasis, limits the accuracy of prognosis. Nomograms offer a more comprehensive and personalized approach by visually analyzing a broader range of prognostic factors, enhancing the precision of treatment planning for patients with GBC.

Aim: To identify risk factors and develop a predictive model for GBC prognosis.

Methods: A retrospective study analyzed the clinical and pathological data of 93 patients who underwent radical surgery for GBC at Peking University People's Hospital from January 2015 to December 2020. Kaplan-Meier analysis was used to calculate the 1-, 2- and 3-year survival rates. The log-rank test was used to evaluate factors impacting prognosis, with survival curves plotted for significant variables. Single-factor analysis revealed statistically significant differences, and multivariate Cox regression identified independent prognostic factors. A nomogram was developed and validated with receiver operating characteristic curves and calibration curves.

Results: Among 93 patients who underwent radical surgery for GBC, 30 patients survived, accounting for 32.26% of the sample, with a median survival time of 38 months. The 1-year, 2-year, and 3-year survival rates were 83.87%, 68.82%, and 53.57%, respectively. Univariate analysis revealed that carbohydrate antigen 19-9 expression, T stage, lymph node metastasis, histological differentiation, surgical margins, and invasion of the liver, extrahepatic bile duct, nerves, and vessels (P ≤ 0.001) significantly impacted patient prognosis after curative surgery. Multivariate Cox regression identified lymph node metastasis (P = 0.03), histological differentiation (P < 0.05), nerve invasion (P = 0.036), and extrahepatic bile duct invasion (P = 0.014) as independent risk factors. A nomogram model with a concordance index of 0.838 was developed. Internal validation confirmed the model's consistency in predicting the 1-year, 2-year, and 3-year survival rates.

Conclusion: Lymph node metastasis, tumor differentiation, extrahepatic bile duct invasion, and perineural invasion are independent risk factors. A nomogram based on these factors can be used to personalize and improve treatment strategies.

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胆囊癌根治性切除术患者预后的风险因素和生存预测模型的建立。
背景:胆囊癌(GBC)是胆道系统最常见的恶性肿瘤:胆囊癌(GBC)是胆道系统最常见的恶性肿瘤,通常在晚期才被发现,这使得许多患者无法接受根治性手术。治愈性手术仍是长期生存的唯一选择。准确的术后预后对有效的治疗计划至关重要。肿瘤-结节-转移分期侧重于肿瘤浸润、淋巴结转移和远处转移,限制了预后的准确性。预后图通过直观分析更广泛的预后因素,提供了一种更全面、更个性化的方法,提高了 GBC 患者治疗计划的准确性:一项回顾性研究分析了2015年1月至2020年12月期间在北京大学人民医院接受GBC根治术的93例患者的临床和病理数据。采用卡普兰-梅耶尔分析法计算1年、2年和3年生存率。采用对数秩检验评估影响预后的因素,并绘制了重要变量的生存曲线。单因素分析显示出统计学上的显著差异,而多变量 Cox 回归则确定了独立的预后因素。通过接收者操作特征曲线和校准曲线,制定并验证了一个提名图:在93名接受GBC根治术的患者中,30名患者存活,占样本的32.26%,中位生存时间为38个月。1年、2年和3年生存率分别为83.87%、68.82%和53.57%。单变量分析显示,碳水化合物抗原19-9表达、T分期、淋巴结转移、组织学分化、手术切缘以及肝脏、肝外胆管、神经和血管侵犯(P≤0.001)对治愈性手术后患者的预后有显著影响。多变量 Cox 回归确定淋巴结转移(P = 0.03)、组织学分化(P < 0.05)、神经侵犯(P = 0.036)和肝外胆管侵犯(P = 0.014)为独立危险因素。建立的提名图模型的一致性指数为 0.838。内部验证证实了该模型在预测1年、2年和3年生存率方面的一致性:结论:淋巴结转移、肿瘤分化、肝外胆管侵犯和神经周围侵犯是独立的风险因素。基于这些因素的提名图可用于个性化和改进治疗策略。
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