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. 2023 Oct 4:88:e455-e460.
doi: 10.5114/pjr.2023.131911. eCollection 2023.

Application of diffusion kurtosis imaging in differential diagnosis of focal liver lesions

Affiliations

Application of diffusion kurtosis imaging in differential diagnosis of focal liver lesions

Joanna Podgórska et al. Pol J Radiol. .

Abstract

Purpose: Diffusion kurtosis imaging (DKI) is an MRI method related to diffusion imaging (DWI) that is distinguished by a non-Gaussian calculation of water particles movements in tissues. The aim of the study was to assess DKI advantage over DWI in differentiating benign and malignant liver lesions.

Material and methods: Analysis included prospectively acquired group of 83 patients referred consecutively for 3T-MRI liver tumor examination, with 95 liver lesions (31 benign, 59 malignant). MRI assessments were performed with standard protocol and DKI sequence with seven b-values (0-2,000 s/mm2). Quantitative data were acquired by placing ROIs in liver tumors on all b-value images, ROI data extracted, and calculation of DWI and DKI parameters. ADC was calculated for all b-values (ADC0-2000) and for three values of b = 0, 500, and 750 (s/mm2) (ADC0-500-750). DKI and ADC parameters for benign and malignant lesions were compared, and ROC curves were plotted.

Results: Significant differences were obtained for all DKI and ADC parameters. ROC analysis showed AUC of DK, K, ADC0-2000, and ADC0-500-750 was 0.74, 0.77, 0.77, and 0.75, respectively. The highest sensitivity (of 0.91) was obtained for ADC0-2000. The highest specificity (0.65) and accuracy (0.80) was obtained for K.

Conclusion: DKI technique yields statistically comparable results with DWI technique.

Keywords: MRI; diffusion kurtosis imaging (DKI); diffusion weighted imaging (DWI); liver tumor.

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Conflict of interest statement

The authors report no conflict of interest.

Figures

Figure 1
Figure 1
Box-and-whisker plots illustrate median, interquartile range, minimal and maximal, and outlier data for benign and malignant liver lesions: (A) DK, (B) K, (C) ADC0-2000, (D) ADC0-500-700
Figure 2
Figure 2
Receiver operating characteristic (ROC) curves. Comparisons of (A) DK, (B) K, (C) ADC0-2000, and (D) ADC0-500-700 between benign and malignant liver lesions
Figure 3
Figure 3
ADC maps created with different sets of b-values, ADC0-500-700 and ADC0-2000. Images (A) and (B) present hepatocellular carcinoma located in the left liver lobe (white arrow), and images (C) and (D) show focal nodular hyperplasia located in the posterior part of the right liver lobe (open arrow)

References

    1. Jensen JH, Helpern JA, Ramani A, et al. . Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging. Magn Reson Med 2005; 53: 1432-1440. - PubMed
    1. Yoon JH, Lee JM, Lee KB, et al. . Comparison of monoexponential, intravoxel incoherent motion diffusion-weighted imaging and diffusion kurtosis imaging for assessment of hepatic fibrosis. Acta Radiol 2019; 60: 1593-1601. - PubMed
    1. Yuan ZG, Wang ZY, Xia MY, et al. . Comparison of diffusion kurtosis imaging versus diffusion weighted imaging in predicting the recurrence of early stage single nodules of hepatocellular carcinoma treated by radiofrequency ablation. Cancer Imaging 2019; 19: 30. - PMC - PubMed
    1. Jia Y, Cai H, Wang M, et al. . Diffusion kurtosis MR imaging versus conventional diffusion-weighted imaging for distinguishing hepatocellular carcinoma from benign hepatic nodules. Contrast Media Mol Imaging 2019; 2019: 2030147. - PMC - PubMed
    1. Wang WT, Yang L, Yang ZX, et al. . Assessment of microvascular invasion of hepatocellular carcinoma with diffusion kurtosis imaging. Radiology 2018; 286: 571-580. - PubMed

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