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扩散峰度成像、扩散加权成像及F-FDG PET在鉴别孤立性肺结节良恶性及预测病理分级中的价值

The value of diffusion kurtosis imaging, diffusion weighted imaging and F-FDG PET for differentiating benign and malignant solitary pulmonary lesions and predicting pathological grading.

作者信息

Li Ziqiang, Luo Yu, Jiang Han, Meng Nan, Huang Zhun, Feng Pengyang, Fang Ting, Fu Fangfang, Li Xiaochen, Bai Yan, Wei Wei, Yang Yang, Yuan Jianmin, Cheng Jianjian, Wang Meiyun

机构信息

Department of the Graduate Student, Xinxiang Medical University, Xinxiang, China.

Department of Medical Imaging, Henan Provincial People's Hospital, Zhengzhou, China.

出版信息

Front Oncol. 2022 Jul 29;12:873669. doi: 10.3389/fonc.2022.873669. eCollection 2022.

Abstract

OBJECTIVE

To explore the value of PET/MRI, including diffusion kurtosis imaging (DKI), diffusion weighted imaging (DWI) and positron emission tomography (PET), for distinguishing between benign and malignant solitary pulmonary lesions (SPLs) and predicting the histopathological grading of malignant SPLs.

MATERIAL AND METHODS

Chest PET, DKI and DWI scans of 73 patients with SPL were performed by PET/MRI. The apparent diffusion coefficient (ADC), mean diffusivity (MD), mean kurtosis (MK), maximum standard uptake value (SUV), metabolic total volume (MTV) and total lesion glycolysis (TLG) were calculated. Student's t test or the Mann-Whitney U test was used to analyze the differences in parameters between groups. Receiver operating characteristic (ROC) curves were used to evaluate the diagnostic efficacy. Logistic regression analysis was used to evaluate independent predictors.

RESULTS

The MK and SUV were significantly higher, and the MD and ADC were significantly lower in the malignant group (0.59 ± 0.13, 10.25 ± 4.20, 2.27 ± 0.51[×10 mm/s] and 1.35 ± 0.33 [×10 mm/s]) compared to the benign group (0.47 ± 0.08, 5.49 ± 4.05, 2.85 ± 0.60 [×10 mm/s] and 1.67 ± 0.33 [×10 mm/s]). The MD and ADC were significantly lower, and the MTV and TLG were significantly higher in the high-grade malignant SPLs group (2.11 ± 0.51 [×10 mm/s], 1.35 ± 0.33 [×10 mm/s], 35.87 ± 42.24 and 119.58 ± 163.65) than in the non-high-grade malignant SPLs group (2.46 ± 0.46 [×10 mm/s], 1.67 ± 0.33[×10 mm/s], 20.17 ± 32.34 and 114.20 ± 178.68). In the identification of benign and malignant SPLs, the SUV and MK were independent predictors, the AUCs of the combination of SUV and MK, SUV, MK, MD, and ADC were 0.875, 0.787, 0.848, 0.769, and 0.822, respectively. In the identification of high-grade and non-high-grade malignant SPLs, the AUCs of MD, ADC, MTV, and TLG were 0.729, 0.680, 0.693, and 0.711, respectively.

CONCLUSION

DWI, DKI, and PET in PET/MRI are all effective methods to distinguish benign from malignant SPLs, and are also helpful in evaluating the pathological grading of malignant SPLs.

摘要

目的

探讨PET/MRI中的扩散峰度成像(DKI)、扩散加权成像(DWI)和正电子发射断层扫描(PET)在鉴别孤立性肺结节(SPL)良恶性及预测恶性SPL组织病理学分级中的价值。

材料与方法

对73例SPL患者行PET/MRI胸部PET、DKI及DWI扫描。计算表观扩散系数(ADC)、平均扩散率(MD)、平均峰度(MK)、最大标准摄取值(SUV)、代谢总体积(MTV)和总病变糖酵解(TLG)。采用Student's t检验或Mann-Whitney U检验分析组间参数差异。绘制受试者工作特征(ROC)曲线评估诊断效能。采用逻辑回归分析评估独立预测因素。

结果

与良性组(0.47±0.08、5.49±4.05、2.85±0.60[×10⁻³mm²/s]和1.67±0.33[×10⁻³mm²/s])相比,恶性组的MK和SUV显著更高,MD和ADC显著更低(0.59±0.13、10.25±4.20、2.27±0.51[×10⁻³mm²/s]和1.35±0.33[×10⁻³mm²/s])。与非高级别恶性SPL组(2.46±0.46[×10⁻³mm²/s]、1.67±0.33[×10⁻³mm²/s]、20.17±32.34和114.20±178.68)相比,高级别恶性SPL组的MD和ADC显著更低,MTV和TLG显著更高(2.11±0.51[×10⁻³mm²/s]、1.35±0.33[×10⁻³mm²/s]、35.87±42.24和119.58±163.65)。在鉴别SPL良恶性时,SUV和MK是独立预测因素,SUV与MK联合、SUV、MK、MD和ADC的AUC分别为0.875、0.787、0.848、0.769和0.822。在鉴别高级别与非高级别恶性SPL时,MD、ADC、MTV和TLG的AUC分别为0.729、0.680、0.693和0.711。

结论

PET/MRI中的DWI、DKI和PET均是鉴别SPL良恶性的有效方法,也有助于评估恶性SPL的病理分级。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff19/9373010/d75d4857f192/fonc-12-873669-g001.jpg

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