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Published on: March 30, 2015
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Diffusion-weighted and diffusion kurtosis imaging analysis of microstructural differences in clear cell renal cell
Jinzhao Zou1, Jing Ye1, Wenrong Zhu1
1Department of Medical Imaging, Clinical Medical College, Yangzhou University, Yangzhou, China.
The British Journal of Radiology
|July 2, 2023
Summary
Diffusion kurtosis imaging (DKI) shows superior diagnostic value compared to conventional diffusion-weighted imaging (DWI) for clear cell renal cell carcinoma (CRCC) grading. DKI metrics like mean diffusivity (MD) effectively differentiate tumor grades.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Clear cell renal cell carcinoma (CRCC) grading is crucial for prognosis and treatment.
- Conventional diffusion-weighted imaging (DWI) provides microstructural information but has limitations in differentiating CRCC grades.
- Diffusion kurtosis imaging (DKI) offers advanced insights into tissue microstructure beyond DWI.
Purpose of the Study:
- To quantitatively compare the diagnostic performance of DWI and DKI in assessing microstructural differences for CRCC grading.
- To determine which imaging technique is more effective in differentiating low-grade from high-grade CRCC.
Main Methods:
- 108 patients with pathologically confirmed CRCC were analyzed.
- Apparent diffusion coefficient (ADC), mean diffusivity (MD), mean kurtosis (MK), kurtosis anisotropy (KA), and radial kurtosis (RK) were calculated.
- Receiver operating characteristic (ROC) curve analysis was used to compare diagnostic efficacy.
Main Results:
- ADC and MD values negatively correlated with CRCC tumor grading.
- MK, KA, and RK values positively correlated with CRCC tumor grading.
- MD demonstrated the highest diagnostic efficacy in differentiating low/high and Grade II/III CRCC, with an AUC of 0.937.
Conclusions:
- DKI analysis, particularly MD, shows superior diagnostic value compared to conventional ADC in differentiating CRCC grades.
- DKI provides more sensitive microstructural information for CRCC grading than DWI.
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