首页|EGFR基因突变与非小细胞肺癌CT影像组学特征的相关性研究

EGFR基因突变与非小细胞肺癌CT影像组学特征的相关性研究

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目的 分析非小细胞肺癌CT影像组学特征与表皮生长因子受体(epidermal growth factor receptor,EGFR)基因突变之间的相关性。方法 回顾性分析包头市肿瘤医院2020年1月—2023 年 12 月明确诊断的 256 例非小细胞肺癌患者临床资料。全部患者均进行EGFR突变基因检测,将其中 96 例EGFR有效突变患者作为阳性组,将 160 例EGFR未有效突变患者作为阴性组。分析胸部CT扫查结果,收集相关CT影像组学征象数据,通过logistic回归分析非小细胞肺癌CT影像学特征与EGFR之间的相关性。结果 阳性组出现毛刺、分叶形状、边缘清晰、病灶密度半实性、气道支气管征、胸膜凹陷征、癌性淋巴管炎、肺转移、不均匀强化的患者占比均高于阴性组,差异有统计学意义(P<0。05)。而2组在肺部病灶组织坏死、钙化、空洞、晕征、空泡征、胸腔积液、淋巴结转移、胸膜转移、远处转移占比方面,差异无统计学意义(P>0。05)。logistic回归分析结果得知,非小细胞肺癌患者CT影像征象中存在分叶、毛刺征、病灶密度为半实性、不均匀强化是出现 EGFR突变基因的影响因素(P<0。05)。结论 非小细胞肺癌影像学特征与EGFR突变基因有紧密联系,根据分叶、毛刺、磨玻璃影成分、不均匀强化可预测非小细胞肺癌EGFR突变基因的发生。
Correlation Study Between EGFR Gene Mutation and CT Imaging Features of Non-Small Cell Lung Cancer
Objective To analyze the correlation between CT imaging features of non-small cell lung cancer and gene mutations of the epidermal growth factor receptor(EGFR).Methods Clinical data of 256 patients with non-small cell lung cancer diagnosed in Baotou Cancer Hospital from January 2020 to December 2023 were retrospectively analyzed.EGFR mutation gene detection was performed in all patients.96 patients with effective EGFR mutation were taken as positive group,and 160 patients with no effective EGFR mutation were taken as negative group.The results of chest CT scan were analyzed,the relevant CT imaging data were collected,and the correlation between CT imaging features of non-small cell lung cancer and EGFR was analyzed by logistic regression.Results The proportion of patients with burr,lobed shape,clear edge,semi-solid lesion density,airway bronchial sign,pleural depression sign,cancerous lymphangitis,lung metastasis and uneven enhancement in positive group was higher than that in negative group,the difference was statistically significant(P<0.05).There was no significant difference in the proportion of lesion necrosis,calcification,cavity,halo sign,vacuole sign,pleural effusion,lymph node metastasis,pleural metastasis and distant metastasis between 2 groups(P>0.05).Logistic regression analysis showed that lobulation,spiculation,semi-solid density and heterogeneous enhancement were the influential factors of EGFR gene mutation in non-small-cell lung carcinoma patients(P<0.05).Conclusion Non-small cell lung carcinoma imaging features are closely associated with EGFR mutant genes,and the presence of non-small cell lung carcinoma EGFR mutant genes can be predicted by lobulation,burr,ground-glass opacity,and heterogeneous enhancement.

non-small cell lung carcinomaimaging featuresepidermal growth factor receptorgene mutationcorrelationinfluencing factor

满都花、庄翔、徐佳欢、吴鹏飞、初超、金海蛟、张强

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包头市肿瘤医院放射影像科,内蒙古 包头 014000

非小细胞肺癌 影像学特征 表皮生长因子受体 基因突变 相关性 影响因素

2022年度内蒙古自治区卫生健康科技计划项目

202201493

2024

中国卫生标准管理
《中国卫生标准管理》杂志社

中国卫生标准管理

影响因子:1.374
ISSN:1674-9316
年,卷(期):2024.15(8)
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