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A Three-Dimensional Digital Model for Early Diagnosis of Hepatic Fibrosis Based on Magnetic Resonance Elastography
Published on: July 21, 2023
Increased Brownian Motion of Water Molecules in Livers With Advanced Fibrosis: Preclinical and Clinical Observations
Fan-Yi Xu1, Gen-Wen Hu2, Cun-Jing Zheng3
1Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.
Abstract:
Despite the increased water content in fibrotic livers, numerous studies reported a decrease in apparent diffusion coefficient (ADC) in liver fibrosis. We argue that the ADC decrease in fibrotic livers is due to the "T2 shine-through" of ADC, as the longer T2 in liver fibrosis leads to less signal decay between the low and high b-value images. The metric slow diffusion coefficient (SDC), predominantly measuring Brownian motion of water molecules, was proposed to mitigate the difficulties associated with this "T2 shine-through" of ADC. This study calculated ADC and SDC of 1 rat study with liver fibrosis induced by biliary duct ligation (BDL), and 3 sets of human liver fibrosis data. To tease out the menopausal effect on liver SDC, only the results of men's livers were analyzed for the human datasets. The rat study showed that liver ADC decreased stepwise (in weeks after BDL procedure) following fibrosis induction, and SDC increased stepwise. In human studies, all 3 datasets consistently showed that advanced fibrosis had a liver ADC lower than that of earlier stage fibrosis; advanced fibrosis had a liver SDC higher than that of earlier stage fibrosis.
Insights
Apparent diffusion coefficient (ADC) may inaccurately reflect liver fibrosis due to T2 shine-through. Slow diffusion coefficient (SDC) offers a more reliable measure, showing increased SDC with advanced liver fibrosis in rat and human studies.
Area of Science:
- Biomedical Imaging
- Medical Physics
- Hepatology
Background:
- Liver fibrosis is characterized by increased water content, yet apparent diffusion coefficient (ADC) typically decreases.
- This decrease is attributed to T2 shine-through, where prolonged T2 in fibrosis reduces signal decay between low and high b-value images.
- Slow diffusion coefficient (SDC) is proposed to overcome T2 shine-through by focusing on Brownian motion.
Purpose of the Study:
- To evaluate the utility of SDC in assessing liver fibrosis.
- To compare ADC and SDC changes in induced liver fibrosis models in rats and human data.
- To investigate the relationship between fibrosis stage and diffusion metrics.
Main Methods:
- Calculated ADC and SDC in a rat model of liver fibrosis induced by biliary duct ligation (BDL).
- Analyzed ADC and SDC from three human liver fibrosis datasets (male subjects only).
- Correlated diffusion metrics with fibrosis progression over time (rats) and severity (humans).
Main Results:
- Rat study: Liver ADC decreased stepwise post-BDL, while SDC increased stepwise.
- Human studies: All three datasets showed lower ADC and higher SDC in advanced fibrosis compared to earlier stages.
- Results consistently indicate SDC as a sensitive indicator of liver fibrosis progression.
Conclusions:
- SDC is a more robust metric than ADC for evaluating liver fibrosis, unaffected by T2 shine-through.
- Increased SDC correlates with the severity of liver fibrosis.
- SDC holds potential as a non-invasive biomarker for liver fibrosis assessment.
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