Related Experiment Video
Updated: Jan 27, 2026

10:33
Advanced Diffusion Imaging in The Hippocampus of Rats with Mild Traumatic Brain Injury
Published on: August 14, 2019
9.0K
Microstructural brain abnormalities correlate with neurocognitive dysfunction in minimal hepatic encephalopathy: a
Jing-Li Li1, Heng Jiang2, Xiao-Dong Zhang1
1Department of Radiology, Tianjin First Central Hospital, Tianjin, 300192, China.
Neuroradiology
|March 29, 2019
Summary
Diffusion kurtosis imaging (DKI) reveals brain microstructure changes in minimal hepatic encephalopathy (MHE). Specific DKI metrics show potential as neuroimaging markers for early MHE diagnosis in cirrhosis patients.
Area of Science:
- Neuroimaging
- Diffusion Tensor Imaging
- Diffusion Kurtosis Imaging
Background:
- Minimal hepatic encephalopathy (MHE) is a subclinical complication of cirrhosis.
- Early diagnosis of MHE is crucial for timely intervention and management.
- Current diagnostic methods may not be sensitive enough for early MHE detection.
Purpose of the Study:
- To investigate the utility of diffusion kurtosis imaging (DKI) in diagnosing early MHE.
- To assess the correlation between DKI metrics and cognitive performance in cirrhosis patients.
- To identify potential neuroimaging biomarkers for MHE.
Main Methods:
- 116 cirrhosis patients (61 non-HE, 55 MHE) and 46 healthy controls underwent cognitive testing and DKI MRI.
- Voxel-based analysis (VBA) was used to calculate DKI metrics.
- Pearson correlation and ROC curve analysis were performed to evaluate diagnostic efficiency.
Main Results:
- MHE patients exhibited significant alterations in DKI metrics across various brain regions.
- Lower fractional anisotropy (FA) and higher mean diffusivity (MD) were observed in specific white matter tracts.
- Altered kurtosis metrics (MK, RK, AK) were also noted.
- Axial diffusivity (AD) in the forceps minor showed the highest diagnostic performance for MHE (AUC=0.801).
Conclusions:
- DKI can detect brain microstructure abnormalities associated with MHE.
- Certain altered DKI metrics, particularly AD, show promise as neuroimaging markers for early MHE diagnosis.
- These findings support the use of DKI in the clinical evaluation of cirrhosis patients.
Related Concept Videos
Abnormal Proliferation
5.1K
Under normal conditions, most adult cells remain in a non-proliferative state unless stimulated by internal or external factors to replace lost cells. Abnormal cell proliferation is a condition in which the cell's growth exceeds and is uncoordinated with normal cells. In such situations, cell division persists in the same excessive manner even after cessation of the stimuli, leading to persistent tumors. The tumor arises from the damaged cells that replicate to pass the damage to the...
5.1K
Diffusion
217.6K
Diffusion is the passive movement of substances down their concentration gradients—requiring no expenditure of cellular energy. Substances, such as molecules or ions, diffuse from an area of high concentration to an area of low concentration in the cytosol or across membranes. Eventually, the concentration will even out, with the substance moving randomly but causing no net change in concentration. Such a state is called dynamic equilibrium, which is essential for maintaining overall...
217.6K
Diffusion
6.3K
Diffusion is a type of passive transport. In passive transport, a substance tends to move from an area of high concentration to an area of low concentration until the concentration is equal across the space. For example, take the diffusion of substances through the air. When someone opens a perfume bottle in a room filled with people, the perfume is at its highest concentration in the bottle and is at its lowest at the edges of the room. The perfume vapor will diffuse, or spread away, from the...
6.3K
Correlations
35.8K
Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
35.8K
Correlation and Causation
42.5K
Statistical tests can calculate whether there is a relationship, or correlation, between independent and dependent variables. An indirect relationship of the variables signifies a correlation, while a direct relationship shows causation. If it is determined that no connection exists between the variables, then the correlation is a coincidence.
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
42.5K
Microsoft Excel: Finding Central Tendency, Skew, and Kurtosis
653
Central tendency refers to the central point or typical value of a dataset. It summarizes the data set with a single value that represents the center of its distribution. The three main measures of central tendency are:
Mean: The arithmetic average of all data points. It is calculated by adding all the values together and dividing by the number of values. The mean is sensitive to extreme values (outliers).
Median: The middle value when the data points are arranged in ascending or descending...
Mean: The arithmetic average of all data points. It is calculated by adding all the values together and dividing by the number of values. The mean is sensitive to extreme values (outliers).
Median: The middle value when the data points are arranged in ascending or descending...
653

