Assessment of non-alcoholic fatty liver disease with Attenuation ...
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2017.7.21
Assessment of non-alcoholic fatty liver disease with Attenuation Imaging (ATI)
Dr. Hiroko Iijima Department of Hepatobiliary and Pancreatic Disease, Hyogo College of Medicine, Japan
Introduction
The four major liver diseases worldwide are Hepatitis B and Hepatitis C virus (HBV, HCV), alcoholic liver disease and nonalcoholic fatty liver disease (NAFLD). Recently, there is an increasing trend for fatty liver that is highly associated with risk factors including obesity, diabetes, hyperlipidemia, and hypertension. Among the Japanese population 15M to 20M people have these risk factors, which represents about one in eight amongst the population being associated with fatty liver, including NAFLD and nonalcoholic steatohepatitis (NASH). It is estimated that in Japan around 3M to 4M people have NASH and the incidence is expected to increase.
It is reported by the Japanese Diabetes Society that diabetic patients are 2-3 times more likely to develop liver cancer. In our institute, we have concluded that patients with diabetes associated with liver fibrosis have a higher risk of developing liver cancer, especially HCV-induced liver cancer. Thus, we strongly recommend strict follow up on diabetic patients with liver fibrosis.
Our institute collected 1343 HCC cases between 2007 and 2016. Until 2010, about 20% of the cases were nonHBV/HCV-induced HCC which had increased to 32% by 2017, similar to global trends. This significant increase of non-HBV/HCV induced HCC is related to primary liver cancer developed from fatty liver. As a result, early assessment and characterization of liver steatosis is important in order to provide better patient management. Attenuation Imaging (ATI) is an innovative application embedded in the Aplio i-series to access liver attenuation by quantifying the attenuation coefficient and to provide color mapping for the degree of attenuation. In this white
paper, the assessment of non-alcoholic fatty liver disease with ATI is studied.
Principle of ATI
Attenuation of ultrasound signals depends on the tissue structure and acoustic characteristics of the liver parenchyma. Fatty liver is associated with increased ultrasound signal attenuation. Due to decreased signal intensity, especially in deeper regions, fatty liver often contributes to ultrasound images with poor image quality.
In order to calculate the attenuation coefficient (dB/cm/ MHz) with ATI, the system influence on signal intensity is removed by extracting the focus dependent beam profile (dB) and internal gain control (dB) from the observed intensity on the ultrasound image. The adjusted intensity demonstrates the change of intensity with depth in the region of interest (ROI) (Figure 1 and Equation 1).
: Attenuation coefficient [dB/cm/MHz] Ic : Adjusted Intensity [dB] f : Central Frequency [MHz] z : Depth [cm]
Equation 1 Definition of attenuation coefficient
Remove System Influence
ATI (dB/cm/MHz)
Depth [cm] Observe Intensity
on US
Depth [cm] Beam Profile/ Transducer Factor
Depth [cm] Internal Gain Control
Depth [cm]
Depth [cm]
Depth [cm]
IC
Intensity [dB]
Ic: Adjusted Intensity
IC
Depth [cm]
Figure 1 Principle of ATI
Measurement ROI (Yellow Box)
Line profile (average intensity along same depth in ROI)
Attenuation Coefficient
Coefficient of determination R2 (Goodness of fitting)
B-mode
ATI
Figure 2 ATI measurement features
2
Vessels or Structures are filtered from ATI color map and measurement
R2 90% excellent 80% good ................
................
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