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Evaluation of fibrosis and inflammation in diffuse liver diseases using intravoxel incoherent motion
Manuela França1, Luis Martí-Bonmatí2, Ángel Alberich-Bayarri2
1Imaging Department, Centro Hospitalar do Porto, Largo Prof Abel Salazar, 4099-001, Porto, Portugal. mariamanuela.franca@gmail.com.
Purpose:
The purpose of the study was to evaluate the role of intravoxel incoherent motion (IVIM) diffusion model for the assessment of liver fibrosis and inflammation in diffuse liver disorders, also considering the presence of liver steatosis and iron deposits.
Methods:
Seventy-four patients were included, with liver biopsy and a 3 Tesla abdominal magnetic resonance imaging examination, with an IVIM diffusion-weighted sequence (single-shot spin-echo echo-planar sequence, with gradient reversal fat suppression; 6 b-values: 0, 50, 200, 400, 600, and 800 s/mm2). Histological evaluation comprised the Ishak modified scale, for grading inflammation and fibrosis, plus steatosis and iron loading classification. The liver apparent diffusion coefficient (ADC) and IVIM parameters (D, D*, f) were calculated from the IVIM images. The relationship between IVIM parameters and histopathological scores were evaluated by ANOVA and Spearman correlation tests. A test-retest experiment assessed reproducibility and repeatability in 10 healthy volunteers and 10 randomly selected patient studies.
Results:
ADC and f values were lower with higher fibrosis stages (p = 0.009, p = 0.006, respectively) and also with higher necro-inflammatory activity grades (p = 0.02, p = 0.017, respectively). Considered together, only fibrosis presented a significant effect on ADC and f measurements (p < 0.05), whereas inflammation had no significant effect (p > 0.05). A mild correlation was found between ADC and f with fibrosis (R S = -0.32 and R S = -0.38; p < 0.05) and inflammation (R S = -0.31 and R S = -0.32, p < 0.05; respectively). The AUROC for ADC and f measurements with the different dichotomizations between fibrosis or inflammation grades were only fair (0.670 to 0.749, p < 0.05). Neither D nor D* values were significantly different between liver fibrosis or inflammation grades. D measurements were significantly different across histologic grades of steatosis (p < 0.001) and iron overload (p < 0.001), whereas f measurements showed significant differences across histologic steatosis grades (p = 0.005). There was an excellent agreement between the different readers for ADC, f, and D.
Conclusions:
Although fibrosis presented a significant effect on ADC and f, IVIM measurements are not accurate enough to stage liver fibrosis or necro-inflammatory activity in diffuse liver diseases. D values were influenced by steatosis and iron overload.
Insights
Intravoxel incoherent motion (IVIM) diffusion imaging shows potential for assessing liver fibrosis and inflammation. However, IVIM parameters are not yet accurate enough for staging these liver conditions.
Area of Science:
- Radiology
- Medical Imaging
- Hepatology
Background:
- Diffuse liver disorders often involve fibrosis and inflammation, impacting liver function.
- Accurate assessment of liver disease severity is crucial for patient management.
- Intravoxel incoherent motion (IVIM) diffusion imaging offers a non-invasive method to probe tissue microstructure.
Purpose of the Study:
- To evaluate the utility of the IVIM diffusion model for assessing liver fibrosis and inflammation in diffuse liver diseases.
- To investigate the influence of liver steatosis and iron deposits on IVIM parameters.
- To correlate IVIM-derived metrics with histological findings.
Main Methods:
- Seventy-four patients underwent 3 Tesla abdominal MRI with an IVIM diffusion-weighted sequence.
- Histological analysis included Ishak modified scale for fibrosis and inflammation grading, plus steatosis and iron classification.
- IVIM parameters (D, D*, f) and apparent diffusion coefficient (ADC) were calculated and correlated with histopathology.
Main Results:
- ADC and f values decreased with higher stages of fibrosis and grades of necro-inflammatory activity.
- Fibrosis significantly affected ADC and f, while inflammation did not show a significant effect independently.
- D values were significantly influenced by steatosis and iron overload, whereas f values were affected by steatosis.
Conclusions:
- While fibrosis impacts ADC and f, IVIM measurements lack the accuracy for definitive staging of liver fibrosis or necro-inflammatory activity.
- D values are sensitive to steatosis and iron overload, suggesting their utility in assessing these specific liver conditions.
- Further research may refine IVIM techniques for improved diagnostic performance in diffuse liver diseases.
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