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The value of diffusion kurtosis imaging, diffusion weighted imaging and 18F-FDG PET for differentiating benign and
Ziqiang Li1,2, Yu Luo2,3, Han Jiang1,2
1Department of the Graduate Student, Xinxiang Medical University, Xinxiang, China.
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 (SUVmax), 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 SUVmax 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[×10-3 mm2/s] and 1.35 ± 0.33 [×10-3 mm2/s]) compared to the benign group (0.47 ± 0.08, 5.49 ± 4.05, 2.85 ± 0.60 [×10-3 mm2/s] and 1.67 ± 0.33 [×10-3 mm2/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 [×10-3 mm2/s], 1.35 ± 0.33 [×10-3 mm2/s], 35.87 ± 42.24 and 119.58 ± 163.65) than in the non-high-grade malignant SPLs group (2.46 ± 0.46 [×10-3 mm2/s], 1.67 ± 0.33[×10-3 mm2/s], 20.17 ± 32.34 and 114.20 ± 178.68). In the identification of benign and malignant SPLs, the SUVmax and MK were independent predictors, the AUCs of the combination of SUVmax and MK, SUVmax, 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.
Insights
Diffusion kurtosis imaging (DKI), diffusion weighted imaging (DWI), and positron emission tomography (PET) using PET/MRI effectively differentiate benign from malignant solitary pulmonary lesions (SPLs). These advanced imaging techniques also aid in predicting the histopathological grade of malignant SPLs.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Solitary pulmonary lesions (SPLs) present a diagnostic challenge, requiring accurate differentiation between benign and malignant conditions.
- Histopathological grading of malignant SPLs is crucial for treatment planning and prognosis.
Purpose of the Study:
- To evaluate the efficacy of PET/MRI, incorporating diffusion kurtosis imaging (DKI), diffusion weighted imaging (DWI), and positron emission tomography (PET), in distinguishing benign from malignant SPLs.
- To assess the ability of these imaging modalities to predict the histopathological grading of malignant SPLs.
Main Methods:
- Seventy-three patients with SPLs underwent chest PET, DKI, and DWI scans using PET/MRI.
- Quantitative parameters including apparent diffusion coefficient (ADC), mean diffusivity (MD), mean kurtosis (MK), maximum standard uptake value (SUVmax), metabolic total volume (MTV), and total lesion glycolysis (TLG) were calculated.
- Statistical analyses, including ROC curves and logistic regression, were employed to determine diagnostic efficacy and independent predictors.
Main Results:
- Malignant SPLs exhibited significantly higher MK and SUVmax, and lower MD and ADC compared to benign SPLs.
- High-grade malignant SPLs showed significantly lower MD and ADC, and higher MTV and TLG than non-high-grade malignant SPLs.
- SUVmax and MK were independent predictors for differentiating benign from malignant SPLs, with combined AUC of 0.875. MD, ADC, MTV, and TLG showed moderate efficacy in grading malignant SPLs.
Conclusions:
- DWI, DKI, and PET integrated within PET/MRI are valuable tools for differentiating benign and malignant SPLs.
- These advanced imaging techniques also provide significant insights into the pathological grading of malignant SPLs, aiding clinical decision-making.
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