The Enhanced Role of Eosinophils in Radiomics-Based Diagnosis of Microvascular Invasion and Its Association with the Immune Microenvironment in Hepatocellular Carcinoma.

IF 4.2 3区 医学 Q2 ONCOLOGY Journal of Hepatocellular Carcinoma Pub Date : 2024-09-25 eCollection Date: 2024-01-01 DOI:10.2147/JHC.S484027
Dong Liu, Jianmin Wu, Han Wang, Hui Dong, Lei Chen, Ningyang Jia
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Abstract

Objective: To investigate the role of eosinophil counts (EC) in microvascular invasion (MVI) for enhancing the radiomics based diagnostic model. Additionally, its correlation with early recurrence and tumor immune microenvironment was explored.

Methods: Propensity score matching was employed to evaluate on 462 cases whether EC was an independent risk factor for MVI. Subgroup analyses examined EC's effect on MVI across varying hypersplenism degrees. Univariate-multivariate logistic regression identified MVI's independent factors to develop a diagnostic model. Univariate-multivariate COX regression determined early recurrence factors. Co-detection by indexing (CODEX) constructed the immune score (IS), and Spearman correlation analyzed its association with peripheral immunity.

Results: EC was an independent risk factor for MVI (p=0.038, OR=1.304 (95% CI: 1.014-1.677)), and its effect on MVI disappeared with the severity of hypersplenism. The diagnostic model with EC was significantly improved (AUC=0.787 (95% CI: 0.737-0.836) vs AUC=0.748(95% CI: 0.694-0.802, p=0.005)). MVI was an independent risk factor for early recurrence (p<0.001, HR = 2.254 (95% CI: 1.557-3.263)). IS was negatively correlated with lymphocyte counts (R=-0.311, p=0.022), and positively correlated with EC (R=0.301, p=0.027) and RS (R = 0.315, p = 0.018).

Conclusion: EC was an independent risk factor for MVI and was related to the tumor immune microenvironment. EC should be included in the diagnosis of MVI to improve diagnostic efficiency.

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嗜酸性粒细胞在基于放射组学的肝细胞癌微血管侵犯诊断中的增强作用及其与免疫微环境的关联
目的研究嗜酸性粒细胞计数(EC)在微血管侵犯(MVI)中的作用,以加强基于放射组学的诊断模型。此外,还探讨其与早期复发和肿瘤免疫微环境的相关性:方法:对 462 个病例进行倾向评分匹配,以评估 EC 是否是 MVI 的独立风险因素。亚组分析研究了不同脾功能亢进程度的 EC 对 MVI 的影响。单变量-多变量逻辑回归确定了 MVI 的独立因素,从而建立了诊断模型。单变量-多变量 COX 回归确定了早期复发因素。通过指数化联合检测(CODEX)建立了免疫评分(IS),并通过斯皮尔曼相关性分析了其与外周免疫的关系:结果:EC是MVI的独立风险因素(P=0.038,OR=1.304(95% CI:1.014-1.677)),其对MVI的影响随脾功能亢进的严重程度而消失。EC的诊断模型明显改善(AUC=0.787(95% CI:0.737-0.836) vs AUC=0.748(95% CI:0.694-0.802,p=0.005))。MVI是早期复发的独立风险因素(pp=0.022),与EC(R=0.301,p=0.027)和RS(R=0.315,p=0.018)呈正相关:结论:EC是MVI的独立危险因素,与肿瘤免疫微环境有关。结论:EC是MVI的独立危险因素,与肿瘤免疫微环境有关,应将EC纳入MVI的诊断中,以提高诊断效率。
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来源期刊
CiteScore
0.50
自引率
2.40%
发文量
108
审稿时长
16 weeks
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