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CT评估的形态学特征可预测胃胃肠道间质瘤有更高的有丝分裂指数。

CT assessed morphological features can predict higher mitotic index in gastric gastrointestinal stromal tumors.

作者信息

Jia Xiaoxuan, Xiao Youping, Zhang Hui, Li Jiazheng, Lv Shiying, Zhang Yinli, Chai Fan, Feng Caizhen, Liu Yulu, Chen Haoquan, Ma Feiyu, Wei Shengcai, Cheng Jin, Zhang Sen, Gao Zhidong, Hong Nan, Tang Lei, Wang Yi

机构信息

Department of Radiology, Peking University People's Hospital, Beijing, China.

Department of Radiology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China.

出版信息

Eur Radiol. 2025 Apr;35(4):2094-2105. doi: 10.1007/s00330-024-11087-7. Epub 2024 Oct 1.

Abstract

OBJECTIVES

To investigate the correlation of the mitotic index (MI) of 1-5 cm gastric gastrointestinal stromal tumors (gGISTs) with CT-identified morphological and first-order radiomics features, incorporating subgroup analysis based on tumor size.

METHODS

We enrolled 344 patients across four institutions, each pathologically diagnosed with 1-5 cm gGISTs and undergoing preoperative contrast-enhanced CT scans. Univariate and multivariate analyses were performed to investigate the independent CT morphological high-risk features of MI. Lesions were categorized into four subgroups based on their pathological LD: 1-2 cm (n = 69), 2-3 cm (n = 96), 3-4 cm (n = 107), and 4-5 cm (n = 72). CT morphological high-risk features of MI were evaluated in each subgroup. In addition, first-order radiomics features were extracted on CT images of the venous phase, and the association between these features and MI was investigated.

RESULTS

Tumor size (p = 0.04, odds ratio, 1.41; 95% confidence interval: 1.01-1.96) and invasive margin (p < 0.01, odds ratio, 4.55; 95% confidence interval: 1.77-11.73) emerged as independent high-risk features for MI > 5 of 1-5 cm gGISTs from multivariate analysis. In the subgroup analysis, the invasive margin was correlated with MI > 5 in 3-4 cm and 4-5 cm gGISTs (p = 0.02, p = 0.03), and potentially correlated with MI > 5 in 2-3 cm gGISTs (p = 0.07). The energy was the sole first-order radiomics feature significantly correlated with gGISTs of MI > 5, displaying a strong correlation with CT-detected tumor size (Pearson's ρ = 0.85, p < 0.01).

CONCLUSIONS

The invasive margin stands out as the sole independent CT morphological high-risk feature for 1-5 cm gGISTs after tumor size-based subgroup analysis, overshadowing intratumoral morphological characteristics and first-order radiomics features.

KEY POINTS

Question How can accurate preoperative risk stratification of gGISTs be achieved to support treatment decision-making? Findings Invasive margins may serve as a reliable marker for risk prediction in gGISTs up to 5 cm, rather than surface ulceration, irregular shape, necrosis, or heterogeneous enhancement. Clinical relevance For gGISTs measuring up to 5 cm, preoperative prediction of the metastatic risk could help select patients who could be treated by endoscopic resection, thereby avoiding overtreatment.

摘要

目的

探讨1 - 5厘米胃胃肠道间质瘤(gGIST)的有丝分裂指数(MI)与CT识别的形态学及一阶影像组学特征之间的相关性,并基于肿瘤大小进行亚组分析。

方法

我们纳入了来自四个机构的344例患者,每位患者均经病理诊断为1 - 5厘米的gGIST,并接受了术前对比增强CT扫描。进行单因素和多因素分析以研究MI的独立CT形态学高危特征。根据病理最长径(LD)将病变分为四个亚组:1 - 2厘米(n = 69)、2 - 3厘米(n = 96)、3 - 4厘米(n = 107)和4 - 5厘米(n = 72)。在每个亚组中评估MI的CT形态学高危特征。此外,在静脉期CT图像上提取一阶影像组学特征,并研究这些特征与MI之间的关联。

结果

多因素分析显示,肿瘤大小(p = 0.04,比值比,1.41;95%置信区间:1.01 - 1.96)和浸润边缘(p < 0.01,比值比,4.55;95%置信区间:1.77 - 11.73)是1 - 5厘米gGIST中MI > 5的独立高危特征。在亚组分析中,浸润边缘与3 - 4厘米和4 - 5厘米gGIST中MI > 5相关(p = 0.02,p = 0.03),在2 - 3厘米gGIST中可能与MI > 5相关(p = 0.07)。能量是与MI > 5的gGIST显著相关的唯一一阶影像组学特征,与CT检测的肿瘤大小显示出强相关性(Pearson's ρ = 0.85,p < 0.01)。

结论

基于肿瘤大小的亚组分析后,浸润边缘是1 - 5厘米gGIST唯一独立的CT形态学高危特征,超过了肿瘤内形态学特征和一阶影像组学特征。

关键点

问题如何实现gGIST准确的术前风险分层以支持治疗决策?发现浸润边缘可能是5厘米及以下gGIST风险预测的可靠标志物,而非表面溃疡、形状不规则、坏死或不均匀强化。临床意义对于最大径达5厘米的gGIST,术前转移风险预测有助于选择可通过内镜切除治疗的患者,从而避免过度治疗。

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