根据免疫细胞建立肝内胆管癌预后模型。

IF 2.5 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY World Journal of Gastrointestinal Oncology Pub Date : 2024-10-15 DOI:10.4251/wjgo.v16.i10.4092
Zhuo-Ran Wang, Cun-Zhen Zhang, Zhan Ding, Yi-Zhuo Li, Jian-Hua Yin, Nan Li
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引用次数: 0

摘要

背景:肝内胆管癌(ICC)是一种恶性肝肿瘤,其治疗和管理具有挑战性,目前的疾病预后模型效率低下或无效。肿瘤相关免疫细胞对肿瘤的发生和发展至关重要。本研究的主要目的是建立基于肿瘤相关免疫细胞的模型,以预测接受手术治疗的 ICC 患者的总体生存率。目的:建立手术切除后 ICC 的 1 年和 3 年预后模型:方法:对141例接受根治性手术的ICC患者的肿瘤和配对邻近组织的CD4、CD8、CD20、泛细胞角蛋白(CK)和CD68进行免疫组化染色。变量的选择基于回归诊断程序和拟合优度测试(PH 假设)。临床参数和病理诊断与肿瘤和配对邻近组织中免疫细胞的分布相结合,建立了1年和3年预后模型:这是免疫细胞在肿瘤微环境中的重要应用。通过逐步选择,CD4、CD8、CD20和CK被纳入我们的预后模型中,而CD68与ICC的预后无明显关联。通过整合与 ICC 相关的临床数据,利用变量选择法得出了不同的 1 年和 3 年生存预后模型。1年预测模型的C指数为0.76,95%置信区间(95%CI):0.65-0.87;3年预测模型的C指数为0.69(95%CI:0.65-0.73)。内部验证结果显示,1年期模型的C指数为0.761(95%CI:0.669-0.853),3年期模型的C指数为0.693(95%CI:0.642-0.744):我们建立了Cox回归模型,用于预测接受切除术的ICC患者的1年和3年生存率,这对未来建立基于肿瘤免疫微环境和免疫细胞变化的更全面的ICC预后模型具有积极意义。
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Establishing prognostic models for intrahepatic cholangiocarcinoma based on immune cells.

Background: Intrahepatic cholangiocarcinoma (ICC) is a malignant liver tumor that is challenging to treat and manage and current prognostic models for the disease are inefficient or ineffective. Tumor-associated immune cells are critical for tumor development and progression. The main goal of this study was to establish models based on tumor-associated immune cells for predicting the overall survival of patients undergoing surgery for ICC.

Aim: To establish 1-year and 3-year prognostic models for ICC after surgical resection.

Methods: Immunohistochemical staining was performed for CD4, CD8, CD20, pan-cytokeratin (CK), and CD68 in tumors and paired adjacent tissues from 141 patients with ICC who underwent curative surgery. Selection of variables was based on regression diagnostic procedures and goodness-of-fit tests (PH assumption). Clinical parameters and pathological diagnoses, combined with the distribution of immune cells in tumors and paired adjacent tissues, were utilized to establish 1- and 3-year prognostic models.

Results: This is an important application of immune cells in the tumor microenvironment. CD4, CD8, CD20, and CK were included in the establishment of our prognostic model by stepwise selection, whereas CD68 was not significantly associated with the prognosis of ICC. By integrating clinical data associated with ICC, distinct prognostic models were derived for 1- and 3-year survival outcomes using variable selection. The 1-year prediction model yielded a C-index of 0.76 95% confidence interval (95%CI): 0.65-0.87 and the 3-year prediction model produced a C-index of 0.69 (95%CI: 0.65-0.73). Internal validation yielded a C-index of 0.761 (95%CI: 0.669-0.853) for the 1-year model and 0.693 (95%CI: 0.642-0.744) for the 3-year model.

Conclusion: We developed Cox regression models for 1-year and 3-year survival predictions of patients with ICC who underwent resection, which has positive implications for establishing a more comprehensive prognostic model for ICC based on tumor immune microenvironment and immune cell changes in the future.

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来源期刊
World Journal of Gastrointestinal Oncology
World Journal of Gastrointestinal Oncology Medicine-Gastroenterology
CiteScore
4.20
自引率
3.30%
发文量
1082
期刊介绍: The World Journal of Gastrointestinal Oncology (WJGO) is a leading academic journal devoted to reporting the latest, cutting-edge research progress and findings of basic research and clinical practice in the field of gastrointestinal oncology.
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