Department of Radiology, The Cancer Hospital of the University of Chinese Academy of Science (Zhejiang Cancer Hospital), Hangzhou, Zhejiang, China.
Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
Sci Rep. 2024 Feb 23;14(1):4447. doi: 10.1038/s41598-024-55033-5.
To explore the relationship between quantitative perfusion histogram parameters of dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) with the expression of tumor tissue epidermal growth factor receptor (EGFR), vascular endothelial growth factor (VEGF) and EGFR gene mutations in non-small cell lung cancer (NSCLC). A total of 44 consecutive patients with known NSCLC were recruited from March 2018 to August 2021. Histogram parameters (mean, uniformity, skewness, energy, kurtosis, entropy, percentile) of each (K, K, V, V, F) were obtained by Omni Kinetics software. Immunohistochemistry staining was used in the detection of the expression of VEGF and EGFR protein, and the mutation of EGFR gene was detected by PCR. Corresponding statistical test was performed to compare the parameters and protein expression between squamous cell carcinoma (SCC) and adenocarcinoma (AC), as well as EGFR mutations and wild-type. Correlation analysis was used to evaluate the correlation between parameters with the expression of VEGF and EGFR protein. F (skewness, kurtosis, energy) were statistically significant between SCC and AC, and the area under the ROC curve were 0.733, 0.700 and 0.675, respectively. The expression of VEGF in AC was higher than in SCC. F (skewness, kurtosis, energy) were negatively correlated with VEGF (r = - 0.527, - 0.428, - 0.342); K (Q50) was positively correlated with VEGF (r = 0.32); K (energy), K (skewness, kurtosis) were positively correlated with EGFR (r = 0.622, r = 0.375, 0.358), some histogram parameters of K, K (uniformity, entropy) and V (kurtosis) were negatively correlated with EGFR (r = - 0.312 to - 0.644). Some perfusion histogram parameters were statistically significant between EGFR mutations and wild-type, they were higher in wild-type than mutated (P < 0.05). Quantitative perfusion histogram parameters of DCE-MRI have a certain value in the differential diagnosis of NSCLC, which have the potential to non-invasively evaluate the expression of cell signaling pathway-related protein.
探讨动态对比增强磁共振成像(DCE-MRI)定量灌注直方图参数与非小细胞肺癌(NSCLC)肿瘤组织表皮生长因子受体(EGFR)、血管内皮生长因子(VEGF)表达及 EGFR 基因突变的关系。选取 2018 年 3 月至 2021 年 8 月连续收治的 44 例 NSCLC 患者,采用 Omni Kinetics 软件获得各(Ktrans、Kep、Ve、Vp、F)的直方图参数(均值、均匀度、偏度、能量、峰度、熵、百分位数)。免疫组化染色检测 VEGF 和 EGFR 蛋白表达,PCR 检测 EGFR 基因突变。比较鳞癌(SCC)和腺癌(AC)、EGFR 突变型和野生型之间的参数和蛋白表达,采用相关性分析评估参数与 VEGF 和 EGFR 蛋白表达的相关性。F(偏度、峰度、能量)在 SCC 和 AC 之间具有统计学意义,ROC 曲线下面积分别为 0.733、0.700 和 0.675。AC 中 VEGF 的表达高于 SCC。F(偏度、峰度、能量)与 VEGF 呈负相关(r= −0.527、−0.428、−0.342);K(Q50)与 VEGF 呈正相关(r=0.32);K(能量)、K(偏度、峰度)与 EGFR 呈正相关(r=0.622、r=0.375、0.358),K 的一些直方图参数(均匀度、熵)和 V(峰度)与 EGFR 呈负相关(r=−0.312 至−0.644)。EGFR 突变型与野生型之间的一些灌注直方图参数有统计学意义,野生型高于突变型(P<0.05)。DCE-MRI 定量灌注直方图参数在 NSCLC 的鉴别诊断中有一定价值,具有无创评估细胞信号通路相关蛋白表达的潜力。