Nonalcoholic and alcoholic rabbit models of fatty liver were established by feeding on high-fat diet and alcohol, respectively, and fatty liver stiffness at different pathological stages was assessed with real-time shear-wave elastography (SWE), so as to investigate the fibrosis process during the development of fatty liver. The fatty liver stiffness of rabbit in nonalcoholic and alcoholic groups was higher than that in the control group, and that in alcohol group was higher than that in the nonalcoholic group (P<0.01). The elasticity modulus of liver in fatty liver rabbits of nonalcoholic and alcoholic groups showed a positive correlation with progression of liver fibrosis (P<0.01). Real-time SWE, as a noninvasive diagnostic method, can objectively reflect the liver stiffness change and progression of liver fibrosis during the development of fatty liver.
Animals ; Elasticity ; Elasticity Imaging Techniques ; methods ; Fatty Liver, Alcoholic ; complications ; diagnostic imaging ; Liver Cirrhosis ; diagnostic imaging ; etiology ; Male ; Non-alcoholic Fatty Liver Disease ; complications ; diagnostic imaging ; Rabbits

The incidence of non-alcoholic fatty liver disease(NAFLD)keeps on rise.Without intervention,it may develop to steatohepatitis,cirrhosis,and even hepatocellular carcinoma.Liver biopsy,the gold standard for evaluating the steatosis severity of NAFLD,is invasive and unsuitable for large-scale screening.In recent years,magnetic resonance imaging(MRI)-related examinations have been used as a gold standard only second to liver biopsy,which still have disadvantages in large-scale application.Ultrasound has the advantages of simple operation,low cost,and safety,and may become an important method for accessing NALFD.This review summarizes the current studies about the diagnosis of liver steatosis by quantitative ultrasound assessment,including controlled attenuation parameters,attenuation imaging,ultrasonic liver/kidney intensity ratio and liver attenuation rate,and integrated backscatter.
Biopsy ; Humans ; Liver/diagnostic imaging* ; Liver Neoplasms ; Magnetic Resonance Imaging ; Non-alcoholic Fatty Liver Disease/diagnostic imaging* ; Ultrasonography

OBJECTIVE: To investigate a new noninvasive diagnostic model for nonalcoholic fatty liver disease (NAFLD) based on features of tongue images. METHODS: Healthy controls and volunteers confirmed to have NAFLD by liver ultrasound were recruited from China-Japan Friendship Hospital between September 2018 and May 2019, then the anthropometric indexes and sampled tongue images were measured. The tongue images were labeled by features, based on a brief protocol, without knowing any other clinical data, after a series of corrections and data cleaning. The algorithm was trained on images using labels and several anthropometric indexes for inputs, utilizing machine learning technology. Finally, a logistic regression algorithm and a decision tree model were constructed as 2 diagnostic models for NAFLD. RESULTS: A total of 720 subjects were enrolled in this study, including 432 patients with NAFLD and 288 healthy volunteers. Of them, 482 were randomly allocated into the training set and 238 into the validation set. The diagnostic model based on logistic regression exhibited excellent performance: in validation set, it achieved an accuracy of 86.98%, sensitivity of 91.43%, and specificity of 80.61%; with an area under the curve (AUC) of 0.93 [95% confidence interval (CI) 0.68-0.98]. The decision tree model achieved an accuracy of 81.09%, sensitivity of 91.43%, and specificity of 66.33%; with an AUC of 0.89 (95% CI 0.66-0.92) in validation set. CONCLUSIONS The features of tongue images were associated with NAFLD. Both the 2 diagnostic models, which would be convenient, noninvasive, lightweight, rapid, and inexpensive technical references for early screening, can accurately distinguish NAFLD and are worth further study.
Humans ; Non-alcoholic Fatty Liver Disease/diagnostic imaging* ; Ultrasonography ; Anthropometry ; Algorithms ; China

BACKGROUNDBoth non-alcoholic fatty liver disease (NAFLD) and coronary artery disease (CAD) are closely associated with many metabolic disorders. Invasive coronary angiography (CAG) is a common approach as an intervention for CAD. However, the association between angiographic severity of coronary artery and NAFLD remains controversial. This study aimed to evaluate the relationship between NAFLD and CAD.

METHODSTotally 542 consecutive patients who planned to undergo CAG due to a suspected CAD were enrolled. Abdominal computed tomography (CT) was performed before angiography to detect NAFLD. CAD was defined as stenosis of at least 50% in at least one major coronary artery. The severity of CAD was assessed by the number of vessels affected and the vessel score multiplied by the severity score (Gensini score). Significant stenosis was defined as 70% or greater reduction in lumen diameter. A probability value of P < 0.05 was considered statistically significant.

RESULTSOf 542 patients studied, 248 (45.8%) were found to have NAFLD by abdominal CT, and 382 patients (88%) were found to have significant CAD by CAG. Age, diabetes mellitus, waist circumference, body mass index, and obesity were associated with NAFLD. According to the results of Logistic regression analysis, the presence of NAFLD independently increased the risk for CAD, as seen in CAG (odds ratio (OR), 95% confidence interval (CI): 7.585 (4.617-12.461); P < 0.001). NAFLD was significantly more common in patients as CAD severity increased (P < 0.001).

CONCLUSIONSThe presence of NAFLD is associated with high severity of CAD, requiring that patients with abdominal obesity be also investigated for NAFLD. Patients with NAFLD should be closely followed up for the presence and severity of CAD.

Aged ; Coronary Angiography ; Coronary Artery Disease ; diagnostic imaging ; pathology ; Fatty Liver ; diagnostic imaging ; physiopathology ; Female ; Humans ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease

Objective: To evaluate the efficacy, establish a diagnostic model, and value of ultrasound attenuation parameters (UAP) to diagnose hepatic steatosis in metabolic dysfunction-associated fatty liver disease (MAFLD) and its relevant disorders. Methods: 3770 cases were selected from the Health Examination Center of the Third Hospital of Hebei Medical University between October to December 2020. MAFLD diagnosis was based on the Asia-Pacific region MAFLD clinical diagnosis and treatment guidelines. The degree of hepatic steatosis was divided into mild, moderate and severe according to ultrasound imaging. UAP, clinical characteristic indexes, serum biochemical indexes, characteristics of hepatic steatosis and related factors were compared and analyzed in MAFLD patients and healthy controls. Logistic regression method was used to analyze the independent risk factors affecting the progression of hepatic steatosis in MAFLD to establish the diagnostic model. The clinical efficacy of UAP and the new model in diagnosing MAFLD was evaluated by the receiver operating characteristic curve (ROC). One-way ANOVA was used to compare means among multiple groups. Mann-Whitney U test was used to compare non-normally distributed measurement data between the two groups, and rank-sum test was used to compare multiple groups. χ² test was used to compare count data between groups. Results: Among the 3 770 cases, 650 were MAFLD, with a prevalence rate of 17.24%, and the highest prevalence was 37.23% in the age group of 60-69. The prevalence rate was significantly higher in male than female (30.34% vs. 9.17%). Age-sex analysis showed that the prevalence rate in males aged 30-69 years was 38.26%, and that in females aged over 60 years was 31.94%. UAP was significantly higher in patients with MAFLD than healthy controls (278.55 dB/m vs. 220.90 dB/m, Z=-12.592, P＜0.001), and an increasing trend with increased degree of hepatic steatosis (mild:257.20 dB/m, moderate:286.20 dB/m, and severe: 315.00 dB/m) were observed. The cut-off values of UAP for the diagnosis of mild, moderate and severe hepatic steatosis were 243≤UAP＜258 dB/m, 258≤UAP＜293 dB/m, ≥293 dB/m in MAFLD. The sensitivity and specificity were 67.20%, 93.60%, 95.90%, and 82.10%, 72.00%, and 84.80%, respectively. UAP, alanine aminotransferase and fasting blood glucose were independent risk factors for the progression of hepatic steatosis in MAFLD. The combined MAFLD classification model (UAG model) was established. The AUC of mild, moderate and severe hepatic steatosis in MAFLD were 0.906, 0.907, and 0.946, respectively, and the sensitivity and specificity were 76.50%, 82.10%, 98.00%, and 90.80%, 83.30% and 76.10%, respectively. Conclusion: MAFLD is a common disease in the general population, with a higher incidence in male and elderly female over 30 years of age. UAP can be used as a new noninvasive diagnostic technique to evaluate hepatic steatosis in MAFLD. The UAG model has a good diagnostic efficacy on MAFLD and its relevant disorders, and thus can be used as a guide for evaluating clinical diagnosis and prognosis.
Adult ; Aged ; Alanine Transaminase ; Elasticity Imaging Techniques ; Female ; Humans ; Liver/diagnostic imaging* ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease/diagnostic imaging* ; ROC Curve ; Sensitivity and Specificity ; Ultrasonography/methods*

BACKGROUND/AIMS: The aim of this study was to evaluate the relationship between controlled attenuation parameter (CAP) and hepatic steatosis, as assessed by ultrasound (US) in patients with alcoholic liver disease (ALD) or non-alcoholic fatty liver disease (NAFLD). METHODS: Patients with either ALD or NAFLD who were diagnosed with fatty liver with US and whose CAP scores were measured, were retrospectively enrolled in this study. The degree of hepatic steatosis assessed by US was categorized into mild (S1), moderate (S2), and severe (S3). RESULTS: A total of 186 patients were included: 106 with NAFLD and 80 with ALD. Regarding hepatic steatosis, the CAP score was significantly correlated with US (ρ=0.580, p<0.001), and there was no significant difference between the NAFLD and ALD groups (ρ=0.569, p<0.001; ρ=0.519, p<0.001; p=0.635). Using CAP, area under receiver operating characteristic curves for ≥S2 and ≥S3 steatosis were excellent (0.789 and 0.843, respectively). For sensitivity ≥90%, CAP cutoffs for the detection of ≥S2 and ≥S3 steastosis were separated with a gap of approximately 35 dB/m in all patients and in each of the NAFLD and ALD groups. CONCLUSIONS: The CAP score is well correlated with hepatic steatosis, as assessed by US, in both ALD and NAFLD.
Adult ; Aged ; Fatty Liver, Alcoholic/classification/*diagnostic imaging ; Female ; Humans ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease/classification/*diagnostic imaging ; ROC Curve ; Retrospective Studies ; Sensitivity and Specificity ; Severity of Illness Index ; Ultrasonography/methods/*statistics & numerical data

Adenomatous Polyps ; diagnostic imaging ; etiology ; Aged ; Aged, 80 and over ; Colorectal Neoplasms ; diagnostic imaging ; etiology ; Female ; Humans ; Liver ; diagnostic imaging ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease ; complications ; diagnostic imaging ; Ultrasonography

OBJECTIVETo explore demographic and metabolic factors associated with increased alanine aminotransferase (ALT) activity in non-diabetic non-alcoholic fatty liver disease (NAFLD) patients.

METHODSOverall 372 patients who consecutively attended to Gastroenterology Clinic of Baqiyatallah University of Medical Sciences, Tehran, Iran awere diagnosed as NAFLD entered into analysis. Exclusion criteria were having diabetes mellitus and fasting blood glucose over 126 mg/dL, active hepatitis B virus infection, having hepatitis C virus positive serology, and to be under corticosteroid therapy. ALT levels were considered pathologically high when it was over 30 IU/L for men and over 19 IU/L for women.

RESULTSBivariate analyses using t test and chi-square test showed that patients with pathologically augmented ALT levels had significantly higher NAFLD grades in their ultrasonographic evaluations (P=0.003). Moreover, these patients represented significantly higher homeostatic model assessment levels (P=0.003), levels of serum insulin (P=0.002), fasting blood glucose (P<0.001), and uric acid (P=0.02). The prevalence of insulin resistance was also higher in patients with increased serum ALT concentrations. Multifactorial logistic regression models showed that ultrasonographic grading of NAFLD (P=0.027) and insulin resistance (P=0.013) were the only variables significantly associated with abnormal ALT levels.

CONCLUSIONSThis study shows that the associations of increased ALT serum levels in NAFLD patients are different from what are supposed before. By excluding diabetic patients from our population, we find that increased ALT levels are not associated with dyslipidemias but are independently associated with insulin resistance and NAFLD grading on ultrasonographic evaluations. Further studies are needed to confirm our results.

Adult ; Alanine Transaminase ; metabolism ; Blood Glucose ; Dyslipidemias ; metabolism ; Female ; Humans ; Insulin Resistance ; Male ; Middle Aged ; Non-alcoholic Fatty Liver Disease ; diagnostic imaging ; metabolism ; pathology ; Risk Factors ; Ultrasonography

The prevalence of non-alcoholic fatty liver disease (NAFLD) is estimated to be 25-30% of the population, and is the most common cause of elevated liver enzymes in Korea. NAFLD is a "hot potato" for pharmaceutical companies. Many clinical trials are underway to develop a first-in-class drug to treat NAFLD. However, there are several challenging issues regarding the diagnosis of NAFLD. Currently, liver biopsy is the gold standard method for the diagnosis of NAFLD and steatohepatitis. Ideally, globally recognized standards for histological diagnosis and methods to optimize observer agreement on biopsy interpretation should be developed. Liver biopsy is the best method rather than a perfect one. Recently, multi-parametric magnetic resonance imagery can estimate the amount of intrahepatic fat successfully and is widely used in clinical trials. But no diagnostic method can discriminate between steatohepatitis and simple steatosis. The other unresolved issue in regard to NAFLD is the absence of satisfactory treatment options. Vitamin E and obeticholic acid have shown protective effects in randomized controlled trials, but this drug has not been approved for use in Korea. This study will provide a description of diagnostic methods and treatments that are currently recommended for NAFLD.
Biomarkers/analysis ; Chenodeoxycholic Acid/analogs & derivatives/therapeutic use ; Clinical Trials as Topic ; Fatty Liver/diagnosis ; Fibrosis ; Humans ; Liver/diagnostic imaging/pathology ; Magnetic Resonance Imaging ; Non-alcoholic Fatty Liver Disease/*diagnosis/drug therapy ; Tomography, X-Ray Computed ; Ultrasonography ; Vitamin E/therapeutic use

OBJECTIVETo quantitatively evaluate clinical significance of intrahepatic fat (IHF) content in children and adolescents with non-alcoholic fatty liver disease (NAFLD).

METHODSNinety-three obese children were enrolled in this study. Physical parameters, liver function, serum lipids, glycemic and insulin related parameters were measured. Liver B-mode ultrasound (US) examination was performed. IHF content was quantified by 1H magnetic resonance spectroscopy (1H MRS). Three subgroups were classified according to the conditional diagnostic criteria for obese children: simple obesity (n=31), NAFLD-1 (US fatty liver and normal alanine aminotransterase, n=33) and NAFLD-2 (US fatty liver and elevated alanine aminotransterase, n=29). Twenty healthy age- and sex-matched children served as a control group. IHF content among the four groups was compared. The relationship of IHF content with other common clinical laboratory parameters and independent factors influencing increased IHF content were investigated.

RESULTSIHF content measured by 1H MRS was 0.80% (0.4%-1.0%), 2.9% (1.7%-4.30%), 14.0% (7.2%-17.5%) and 18.8% (14.0%-29.1%) respectively in the control, simple obese, NAFLD-1 and NAFLD-2 groups. There were significant differences in IHF content between the groups. Univariate correlation analysis demonstrated that IHF content was positively correlated with waist circumference, hip circumference, waisttohip ratio, body mass index, systolic blood pressure, diastolic blood pressure, alanine aminotransferase, aspartate aminoreansferase, γ-glutamic acid transtetase, triglyceride, low-density lipoprotein, OGTT 2-hour plasma glucose, fasting insulin, 2-hour insulin and insulin resisfence, and negatively correlated with high-density lipoprotein. Multivariate linear regression analysis demonstrated three independent risk factors for increased IHF content: increased waist circumference, increased 2-hour plasma glucose and decreased high-density lipoprotein levels.

CONCLUSIONSIHF content determined by 1H MRS can reflect early hepatic fatty infiltration and is closely related to the occurrence and progress of NAFLD in obese children and adolescents. There is a significant correlation between most of common clinical laboratory parameters and IHF content, and waist circumference, high-density lipoprotein and OGTT 2-hour plasma glucose are independent factors impacting IHF content.

Adipose Tissue ; metabolism ; Adolescent ; Body Mass Index ; Child ; Fatty Liver ; metabolism ; Female ; Humans ; Linear Models ; Liver ; diagnostic imaging ; metabolism ; Magnetic Resonance Spectroscopy ; Male ; Non-alcoholic Fatty Liver Disease ; Ultrasonography